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https://github.com/pyxelr/recommendations-for-engineers
All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
https://github.com/pyxelr/recommendations-for-engineers
List: recommendations-for-engineers
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All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
- Host: GitHub
- URL: https://github.com/pyxelr/recommendations-for-engineers
- Owner: pyxelr
- License: mit
- Created: 2019-11-24T21:22:48.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2024-04-01T23:43:33.000Z (7 months ago)
- Last Synced: 2024-04-10T11:12:43.496Z (7 months ago)
- Topics: awesome, awesome-list, cybersecurity, data-science, lists, machine-learning, macos, mlops, pyxelr-setup, resources, windows
- Homepage: https://pawelcislo.com/recommendations/
- Size: 606 KB
- Stars: 132
- Watchers: 5
- Forks: 24
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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- ultimate-awesome - recommendations-for-engineers - All of my recommendations for aspiring engineers in a single place, coming from various areas of interest. (Other Lists / PowerShell Lists)
README
# Recommendations for Engineers
All of my recommendations for aspiring engineers in a single place, coming from various areas of interest. The principal scope supports `data science`, `programming`, `python`, `math`, `cybersecurity`, `business`, and `productivity`.
The list also aggregates and extends most of the suggestions from [my blog posts](https://pawelcislo.com/), where some of the entries come from a different language (π΅π±). Although it's my personal list, don't hesitate to create a pull request if I missed something interesting or if there is a dead link.
Inspired by the [awesome](https://github.com/sindresorhus/awesome) list thing.
* * * * *
## Contents
- π [Blogs](#-blogs)
- π [Books](#-books)
- πΎ [Browser Extensions](#-browser-extensions)
- πΌ [Business](#-business)
- πΎ [Cybersecurity](#-cybersecurity)
- π [Data Science](#-data-science)
- π¨ [Design](#-design)
- π [Events](#-events)
- π° [IT News](#-it-news)
- π§ [Learning](#-learning)
- π§ [Linux](#-linux)
- π [macOS](#-macos)
- β [Math](#-math)
- π± [Mobile Apps](#-mobile-apps)
- πΆ [Music](#-music)
- π§ [Newsletters](#-newsletters)
- π§ [Podcasts](#-podcasts)
- β² [Productivity](#-productivity)
- π¨βπ» [Programming](#-programming)
- π« [Travel](#-travel)
- π₯ [Windows](#-windows)
- β [Writing/Research](#-writing_research)
- πΌ [YouTube Channels](#-youtube-channels)
- π€·β [Other](#-other)
* * * * *
## π Blogs
It's best to collect all your favourite sites into the RSS feed reader like [Inoreader](https://inoreader.com/).
You can also discover more tech blogs with [Blogging for Devs](https://bloggingfordevs.com/trends/).
### business
- [Gary Vaynerchuk](https://www.garyvaynerchuk.com/blog/) β business/motivation oriented blog
- [Grant Cardone](https://grantcardone.com/blog/) β business/motivation oriented blog
- [I Will Teach You To Be Rich](https://www.iwillteachyoutoberich.com/blog/)
- [Kopywriting Kourse](https://kopywritingkourse.com/blog/) β improve your writing
- [Marcin IwuΔ](https://marciniwuc.com/) (π΅π±) β personal finances
- [Neil Patel](https://writingexcuses.com/) β digital marketing blog
- [Social Media Examiner](https://www.socialmediaexaminer.com/) β guide to social media
### cybersecurity
- [Gynvael Coldwind](https://gynvael.coldwind.pl/) β blog of a programmer enthusiast with a passion for computer security and low-level aspects of computer science
- [KitPloit](https://www.kitploit.com/) β pentest & hacking tools
- [Latest Hacking News](https://latesthackingnews.com/) β latest cybersecurity news
- [LiveOverflow](https://liveoverflow.com/) β blog of a security professional who shares free IT security videos on YouTube
- [mr.d0x](https://mrd0x.com/) β red team & security research notes
- [Niebezpiecznik](https://niebezpiecznik.pl/) (π΅π±) β most popular Polish blog on cybersecurity
- [Paged Out!](https://pagedout.institute/) β free magazine on programming with a focus on hacking
- [Security Through Education](https://www.social-engineer.org/blog/) β blog on human engineering
- [Sekurak](https://sekurak.pl/) (π΅π±) β for more technical profiles
- [The Hacker News](https://thehackernews.com/) β latest cybersecurity news
- [Zaufana Trzecia Strona](https://zaufanatrzeciastrona.pl/) (π΅π±)
### data science
- [Analytics Vidhya](https://www.analyticsvidhya.com/blog/) β analytics and big data
- [Andrej Karpathy](https://karpathy.github.io/) β blog of AI director at Tesla
- [Becoming Human](https://becominghuman.ai/) β exploring AI & what it means to be human
- [Biznes MyΕli](https://biznesmysli.pl/) (π΅π±) β AI in business
- [Brilliantly wrong](https://arogozhnikov.github.io/) β math, machine learning, programming, physics and biology
- [Business Science](https://www.business-science.io/blog/index.html) β general blog on DS with many courses
- [Catbug88's Blog](https://pabloinsente.github.io/) β cognitive science, social science, data science, machine learning
- [colah's blog](https://colah.github.io/) β great explanations of more advanced topics
- [Datafloq](https://datafloq.com/read/) β big data news
- [DataGenetics](http://datagenetics.com/blog.html) β data decoded, value unlocked
- [David Does Data](https://josephsdavid.github.io/) β high-quality posts from aspiring data scientist
- [Dawid Kopczyk](http://dkopczyk.quantee.co.uk/) β using ML and quantum physics
- [deepsense.ai](https://deepsense.ai/blog/) β blog from a team of business-oriented problem solvers
- [Distill](https://distill.pub/) β interactive, visual journal for machine learning research
- [Econometrics and Free Software](https://www.brodrigues.co/) β blog focused on R from the economist holding a PhD
- [FlowingData](https://flowingdata.com/) β blog on data visualisation
- [Go Practice](https://gopractice.io/blog/) β essays on how data helps building and growing products
- [Information is Beautiful](https://informationisbeautiful.net/) β see it with your own eyes
- [Jak badaΔ dane](https://www.jakbadacdane.pl/) (π΅π±) β data, ML, AI
- [Jay Alammar](https://jalammar.github.io/) β blog with lots of simple ML visualisations
- [luminousmen](https://luminousmen.com/) β short posts on ML/Python
- [Εukasz Prokulski](http://prokulski.net/) (π΅π±) β lots of data use cases with step by step analysis in R
- [Machine Learning Mastery](https://machinelearningmastery.com/blog/) β popular blog on ML with lots of content to learn from
- [Mateusz Grzyb](https://mateuszgrzyb.pl/) (π΅π±) β data analysis in Python
- [Peter Laurinec](https://petolau.github.io/) β time series data mining in R from a PhD researcher
- [Piotr MigdaΕ](https://p.migdal.pl/blog) β write-ups from an independent data science consultant, with PhD in quantum physics
- [PyImageSearch](https://www.pyimagesearch.com/) β be awesome at OpenCV, Python, deep learning, and computer vision
- [PythonβSpeed](https://pythonspeed.com/) β learn tools and techniques to help you ship better Python software, faster
- [Rubik's Code](https://rubikscode.net/) β AI without tears
- [Simply Statistics](https://simplystatistics.org/) β blog on data visualisation
- [Thomas Neitmann](https://thomasadventure.blog/) β blog of an R enthusiast
- [Towards Data Science](https://towardsdatascience.com/) β Medium for data science
- [Victor Zhou](https://victorzhou.com/) β blog about web development, machine learning, and more
### devops/mlops
- [Ivan Velichko](https://iximiuz.com/en/) β learning containers, Kubernetes, and backend development
- [MLOps Community Blog](https://mlops.community/blog/)
- [The MLOps Blog](https://neptune.ai/blog/category/mlops) β MLOps blog by Neptune.ai
### general
- [Andy Matuschak](https://andymatuschak.org/) β read and learn about learning, quantum computing, math, software development, and more
- [Bartosz Ciechanowski](https://ciechanow.ski/) β high-quality blog posts with interactive elements on topics like GPS or mechanical watch
- [Gwern](https://www.gwern.net/) β the content varies mostly between psychology, statistics, and technology
- [Medium](https://medium.com/) β popular blogging platform
- [Our World in Data](https://ourworldindata.org/) β research and data to make progress against the worldβs largest problems
- [Reddit](https://www.reddit.com/) β front page of the Internet (tip: browse by subreddits, not the main site)
- [vas3k](https://vas3k.com/) β one of the most "quality over quantity" tech blogs you can find on the Internet
- [Wait But Why](https://waitbutwhy.com/) β great reading time guaranteed
### math
- [Blobs in Games](https://simblob.blogspot.com/) β interactive explanations of math and computer science topics
- [Math = Love](https://mathequalslove.blogspot.com/)
- [Math for Love](https://mathforlove.com/blog/)
- [Math with Bad Drawings](https://mathwithbaddrawings.com/)
- [Recommended Math Books](https://mathvault.ca/books/) β set of books recommended by different levels/topics
### programming
- [beepb00p](https://beepb00p.xyz/) β inspirational blogger building various things
- [Code Without Rules](https://codewithoutrules.com/) β helping you become a productive programmer and get work/life balance
- [Coding Horror](https://blog.codinghorror.com/) β programming and human factors
- [DEV Community](https://dev.to/) β popular blogging platform for developers
- [Devstyle](https://devstyle.pl/) (π΅π±) β blog for every programmer
- [Discover dev](https://www.discoverdev.io/) β daily digest of the best engineering blogs from across the web
- [Hacker Noon](https://hackernoon.com/) β great stories by real tech professionals
- [Product Hunt](https://www.producthunt.com/) β discover the best new products in tech
- [Stack Overflow Blog](https://stackoverflow.blog/) β essays, opinions, and advice on the act of computer programming
- [Tania Rascia](https://www.taniarascia.com/) β visually pleasing blog about modern JavaScript, Node.js, design and web development
- [Tushar's Blog](https://sadh.life/) β exceptional Python focused blog
**[β¬ Back to Contents](#contents)**
## π Books
For more, visit [my bookshelf on Goodreads](https://www.goodreads.com/review/list/57442889).
### biographies
- [Can't Hurt Me: Master Your Mind and Defy the Odds](https://www.goodreads.com/book/show/43160250-can-t-hurt-me)
- [Einstein: His Life and Universe](https://www.goodreads.com/book/show/8030965-einstein)
- [Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future](https://www.goodreads.com/book/show/25569936-elon-musk)
- [Leonardo da Vinci](https://www.goodreads.com/book/show/34752954-leonardo-da-vinci)
- [Permanent Record](https://www.goodreads.com/book/show/46223297-permanent-record)
- [Steve Jobs](https://www.goodreads.com/book/show/12988058-steve-jobs)
- [Surely You're Joking, Mr. Feynman!: Adventures of a Curious Character](https://www.goodreads.com/book/show/5544.Surely_You_re_Joking_Mr_Feynman_)
- [The Everything Store: Jeff Bezos and the Age of Amazon](https://www.goodreads.com/book/show/18887015-the-everything-store)
- [Total Recall: My Unbelievably True Life Story](https://www.goodreads.com/book/show/14546626-total-recall)
### business
- [Actionable Gamification: Beyond Points, Badges, and Leaderboards](https://www.goodreads.com/book/show/25416321-actionable-gamification)
- [Anything You Want](https://www.goodreads.com/book/show/11878168-anything-you-want)
- [Async Remote](https://www.goodreads.com/book/show/32883490-async-remote)
- [DotCom Secrets: The Underground Playbook for Growing Your Company Online](https://www.goodreads.com/book/show/25054961-dotcom-secrets)
- [Finansowy Ninja](https://www.goodreads.com/book/show/29151508-finansowy-ninja)Β (π΅π±)
- [How to Get Rich](https://www.goodreads.com/book/show/1837402.How_to_Get_Rich)
- [If You're Not First, You're Last: Sales Strategies to Dominate Your Market and Beat Your Competition](https://www.goodreads.com/book/show/7902256-if-you-re-not-first-you-re-last)
- [Never Split the Difference: Negotiating As If Your Life Depended On It](https://www.goodreads.com/book/show/26156469-never-split-the-difference)
- [Prediction Machines: The Simple Economics of Artificial Intelligence](https://www.goodreads.com/book/show/36484703-prediction-machines)
- [Range: Why Generalists Triumph in a Specialized World](https://www.goodreads.com/book/show/44000528-range)
- [The $100 Startup: Reinvent the Way You Make a Living, Do What You Love, and Create a New Future](https://www.goodreads.com/book/show/12605157-the-100-startup)
- [The 10X Rule: The Only Difference Between Success and Failure](https://www.goodreads.com/book/show/46382280-the-10x-rule)
- [The Boron Letters](https://www.goodreads.com/book/show/17732053-the-boron-letters)
- [The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About It](https://www.goodreads.com/book/show/81948.The_E_Myth_Revisited)
- [The Goal: A Process of Ongoing Improvement](https://www.goodreads.com/book/show/113937.The_Goal)
- [The Hard Thing About Hard Things: Building a Business When There Are No Easy Answers](https://www.goodreads.com/book/show/20657434-the-hard-thing-about-hard-things)
- [The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses](https://www.goodreads.com/book/show/11500159-the-lean-startup)
- [The Man Who Solved the Market: How Jim Simons Launched the Quant Revolution](https://www.goodreads.com/book/show/43889703-the-man-who-solved-the-market)
- [The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!](https://www.goodreads.com/book/show/18872437-the-millionaire-fastlane)
- [The Outsiders: Eight Unconventional CEOs and Their Radically Rational Blueprint for Success](https://www.goodreads.com/book/show/13586932-the-outsiders)
- [The Personal MBA: Master the Art of Business](https://www.goodreads.com/book/show/9512985-the-personal-mba)
- [Think and Grow Rich (Impact Books): With linked Table of Contents](https://www.goodreads.com/book/show/25022443-think-and-grow-rich-impact-books)
- [Tools of Titans: The Tactics, Routines, and Habits of Billionaires, Icons, and World-Class Performers](https://www.goodreads.com/book/show/31823677-tools-of-titans)
### cybersecurity
- [BezpieczeΕstwo aplikacji webowych](https://www.goodreads.com/book/show/48718398-bezpiecze-stwo-aplikacji-webowych)Β (π΅π±)
- [Black Hat Python: Python Programming for Hackers and Pentesters](https://www.goodreads.com/book/show/23719792-black-hat-python)
- [Hacking, 2nd Edition: The Art of Exploitation](https://www.goodreads.com/book/show/20891014-hacking-2nd-edition)
- [Machine Learning and Security: Protecting Systems with Data and Algorithms](https://www.goodreads.com/book/show/34691714-machine-learning-and-security)
- [Penetration Testing: A Hands-On Introduction to Hacking](https://www.goodreads.com/book/show/22713760-penetration-testing)
- [Practical Cryptography for Developers](https://www.goodreads.com/book/show/43019960-practical-cryptography-for-developers)
- [Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software](https://www.goodreads.com/book/show/18949878-practical-malware-analysis)
- [Serious Cryptography: A Practical Introduction to Modern Encryption](https://www.goodreads.com/book/show/36265193-serious-cryptography)
- [Silence on the Wire: A Field Guide to Passive Reconnaissance and Indirect Attacks](https://www.goodreads.com/book/show/18924651-silence-on-the-wire)
- [The Tangled Web: A Guide to Securing Modern Web Applications](https://www.goodreads.com/book/show/18880893-the-tangled-web)
### data science
- [Artificial Intelligence: A Modern Approach](https://www.goodreads.com/book/show/40098944-artificial-intelligence)
- [Data Science for Business: What you need to know about data mining and data-analytic thinking](https://www.goodreads.com/book/show/18711043-data-science-for-business)
- [Deep Learning](https://www.goodreads.com/book/show/24072897-deep-learning)
- [Deep Learning from Scratch: Building with Python from First Principles](https://www.goodreads.com/book/show/51867967-deep-learning-from-scratch)
- [Deep Learning with JavaScript: Neural networks in TensorFlow.js](https://www.goodreads.com/book/show/49695782-deep-learning-with-javascript)
- [Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems](https://www.goodreads.com/book/show/34626431-designing-data-intensive-applications)
- [Discovering Statistics Using R](https://www.goodreads.com/book/show/20568094-discovering-statistics-using-r)
- [Dive into Deep Learning](https://d2l.ai/)
- [Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play](https://www.goodreads.com/book/show/51056293-generative-deep-learning)
- [Machine Learning Engineering](https://www.goodreads.com/book/show/50435068-machine-learning-engineering)
- [Machine Learning Yearning: Technical Strategy for AI Engineers, In the Era of Deep Learning](https://www.goodreads.com/book/show/46249355-machine-learning-yearning)
- [Natural Language Processing in Action](https://www.goodreads.com/book/show/37761872-natural-language-processing-in-action)
- [Pattern Recognition and Machine Learning (Information Science and Statistics)](https://www.goodreads.com/book/show/40011158-pattern-recognition-and-machine-learning)
- [Reinforcement Learning: An Introduction](https://www.goodreads.com/book/show/739791.Reinforcement_Learning)
- [R for Data Science: Import, Tidy, Transform, Visualize, and Model Data](https://www.goodreads.com/book/show/33399049-r-for-data-science)
- [Storytelling with Data: A Data Visualization Guide for Business Professionals](https://www.goodreads.com/book/show/26535513-storytelling-with-data)
- [Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery](https://www.goodreads.com/book/show/49660384-strengthening-deep-neural-networks)
- [The Hundred-Page Machine Learning Book](https://www.goodreads.com/book/show/43564614-the-hundred-page-machine-learning-book)
- [Tinyml: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers](https://www.goodreads.com/book/show/50204679-tinyml)
### data tools
- [Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners](https://www.goodreads.com/book/show/47951337-automate-the-boring-stuff-with-python-2nd-edition)
- [Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists](https://www.goodreads.com/book/show/8360735-data-analysis-with-open-source-tools)
- [Deep Learning for Computer Vision with Python β Practitioner Bundle](https://www.goodreads.com/book/show/41724711-deep-learning-for-computer-vision-with-python-practitioner-bundle)
- [Elements of Programming Interviews in Python: The Insiders' Guide](https://www.goodreads.com/book/show/34791936-elements-of-programming-interviews-in-python)
- [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems](https://www.goodreads.com/book/show/48073071-hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow)
- [Pandas Cookbook](https://www.goodreads.com/book/show/34325160-pandas-cookbook)
- [Practical Python and OpenCV](https://www.goodreads.com/book/show/24563887-practical-python-and-opencv)
- [Python Crash Course: A Hands-On, Project-Based Introduction to Programming](https://www.goodreads.com/book/show/23241059-python-crash-course)
- [Python Data Science Handbook: Essential Tools for Working with Data](https://www.goodreads.com/book/show/45426977-python-data-science-handbook)
- [Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition](https://www.goodreads.com/book/show/35911519-python-machine-learning)
- [Python Tricks: A Buffet of Awesome Python Features](https://www.goodreads.com/book/show/36990732-python-tricks)
- [The Book of R: A First Course in Programming and Statistics](https://www.goodreads.com/book/show/26529994-the-book-of-r)
### devops/mlops
- [Building Microservices](https://www.goodreads.com/book/show/24836465-building-microservices)
- [Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines](https://www.goodreads.com/book/show/57671430-data-science-on-aws)
- [Introducing Mlops: How to Scale Machine Learning in the Enterprise](https://www.goodreads.com/book/show/55182023-introducing-mlops)
- [Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps](https://www.goodreads.com/book/show/55739247-machine-learning-design-patterns)
### health
- [How Not to Die: Discover the Foods Scientifically Proven to Prevent and Reverse Disease](https://www.goodreads.com/book/show/25663961-how-not-to-die)
- [The Obesity Code: unlocking the secrets of weight loss](https://www.goodreads.com/book/show/29405348-the-obesity-code)
- [Why We Get Fat: And What to Do About It](https://www.goodreads.com/book/show/10128759-why-we-get-fat)
- [Why We Sleep: Unlocking the Power of Sleep and Dreams](https://www.goodreads.com/book/show/36294636-why-we-sleep)
- [Zen in the Art of Archery](https://www.goodreads.com/book/show/103758.Zen_in_the_Art_of_Archery)
### math
- [A History of Pi](https://www.goodreads.com/book/show/24315636-a-history-of-pi)
- [An Imaginary Tale: The Story of i [the square root of minus one]](https://www.goodreads.com/book/show/8462163-an-imaginary-tale)
- [An Introduction to Statistical Learning: With Applications in R](https://www.goodreads.com/book/show/17397466-an-introduction-to-statistical-learning)
- [Journey through Genius: The Great Theorems of Mathematics](https://www.goodreads.com/book/show/116185.Journey_through_Genius)
- [Mathematics for Machine Learning](https://www.goodreads.com/book/show/41432653-mathematics-for-machine-learning)
- [Measurement](https://www.goodreads.com/book/show/18914498-measurement)
- [Prelude to Mathematics](https://www.goodreads.com/book/show/1134116.Prelude_to_Mathematics)
- [Prime Obsession: Bernhard Riemann and the Greatest Unsolved Problem in Mathematics](https://www.goodreads.com/book/show/9899005-prime-obsession)
- [Proofs from THE BOOK](https://www.goodreads.com/book/show/24865668-proofs-from-the-book)
- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition](https://www.goodreads.com/book/show/40049133-the-elements-of-statistical-learning)
- [The Joy of x: A Guided Tour of Math, from One to Infinity](https://www.goodreads.com/book/show/18652674-the-joy-of-x)
- [What Is Mathematics?: An Elementary Approach to Ideas and Methods](https://www.goodreads.com/book/show/12952426-what-is-mathematics)
### personal development
- [A Guide to the Good Life: The Ancient Art of Stoic Joy](https://www.goodreads.com/book/show/5617966-a-guide-to-the-good-life)
- [Algorithms to Live By: The Computer Science of Human Decisions](https://www.goodreads.com/book/show/25666050-algorithms-to-live-by)
- [A Mind for Numbers: How to Excel at Math and Science](https://www.goodreads.com/book/show/18693655-a-mind-for-numbers)
- [Atomic Habits: An Easy and Proven Way to Build Good Habits and Break Bad Ones](https://www.goodreads.com/book/show/40540502-atomic-habits)
- [Driven to Distraction (Revised): Recognizing and Coping with Attention Deficit Disorder](https://www.goodreads.com/book/show/18712223-driven-to-distraction-revised)
- [Fluent Forever: How to Learn Any Language Fast and Never Forget It](https://www.goodreads.com/book/show/22304017-fluent-forever)
- [How to Win Friends and Influence People](https://www.goodreads.com/book/show/29550624-how-to-win-friends-and-influence-people)
- [Influence: The Psychology of Persuasion](https://www.goodreads.com/book/show/28815.Influence)
- [Lying](https://www.goodreads.com/book/show/18870418-lying)
- [Make It Stick](https://www.goodreads.com/book/show/21956680-make-it-stick)
- [Nonviolent Communication: A Language of Life: Life-Changing Tools for Healthy Relationships](https://www.goodreads.com/book/show/26203640-nonviolent-communication)
- [Outwitting the Devil: The Secret to Freedom and Success](https://www.goodreads.com/book/show/10713286-outwitting-the-devil)
- [Rebel Ideas: The Power of Diverse Thinking](https://www.goodreads.com/book/show/52326253-rebel-ideas)
- [Seeking Wisdom: From Darwin To Munger](https://www.goodreads.com/book/show/1995421.Seeking_Wisdom)
- [The Biology of Belief: Unleashing the Power of Consciousness, Matter and Miracles](https://www.goodreads.com/book/show/90556.The_Biology_of_Belief)
- [The Book of Awakening: Having the Life You Want by Being Present to the Life You Have](https://www.goodreads.com/book/show/7581.The_Book_of_Awakening)
- [The Chimp Paradox: The Acclaimed Mind Management Programme to Help You Achieve Success, Confidence and Happiness](https://www.goodreads.com/book/show/12228097-the-chimp-paradox)
- [The Magic of Thinking Big](https://www.goodreads.com/book/show/759945.The_Magic_of_Thinking_Big)
- [The Nicomachean Ethics](https://www.goodreads.com/book/show/19090273-the-nicomachean-ethics)
- [The One Thing: The Surprisingly Simple Truth Behind Extraordinary Results](https://www.goodreads.com/book/show/16256798-the-one-thing)
- [The Slight Edge: Turning Simple Disciplines into Massive Success and Happiness](https://www.goodreads.com/book/show/23130805-the-slight-edge)
- [The Top Five Regrets of the Dying: A Life Transformed by the Dearly Departing](https://www.goodreads.com/book/show/13059271-the-top-five-regrets-of-the-dying)
- [Thinking, Fast and Slow](https://www.goodreads.com/book/show/11468377-thinking-fast-and-slow)
### programming
Mostly universal (language-independent books).
- [A Philosophy of Software Design](https://www.goodreads.com/book/show/43701534-a-philosophy-of-software-design)
- [Architecture Patterns with Python: How to Apply DDD, Ports and Adapters, and Enterprise Architecture Design Patterns in a Pythonic Way](https://www.goodreads.com/book/show/50083115-architecture-patterns-with-python)
- [Clean Code: A Handbook of Agile Software Craftsmanship](https://www.goodreads.com/book/show/3735293-clean-code)
- [Code Complete](https://www.goodreads.com/book/show/21899045-code-complete)
- [Code: The Hidden Language of Computer Hardware and Software (Developer Best Practices)](https://www.goodreads.com/book/show/21948821-code)
- [Cracking the Coding Interview: 189 Programming Questions and Solutions](https://www.goodreads.com/book/show/25707092-cracking-the-coding-interview)
- [Design Patterns: Elements of Reusable Object-Oriented Software](https://www.goodreads.com/book/show/85009.Design_Patterns)
- [Dive Into Design Patterns](https://www.goodreads.com/book/show/43125355-dive-into-design-patterns)
- [Don't Make Me Think, Revisited: A Common Sense Approach to Web Usability](https://www.goodreads.com/book/show/18197267-don-t-make-me-think-revisited)
- [Elements of Programming Interviews in Python: The Insiders' Guide](https://www.goodreads.com/book/show/34791936-elements-of-programming-interviews-in-python)
- [Extreme Programming Explained: Embrace Change (The XP Series)](https://www.goodreads.com/book/show/67833.Extreme_Programming_Explained)
- [Head First Design Patterns](https://www.goodreads.com/book/show/17374834-head-first-design-patterns)
- [Implementing Domain-Driven Design](https://www.goodreads.com/book/show/15756865-implementing-domain-driven-design)
- [Introduction to Algorithms (The MIT Press)](https://www.goodreads.com/book/show/44086616-introduction-to-algorithms)
- [Junior Developer. Wszystko co trzeba wiedzieΔ, by zaczΔ
Δ pracΔ jako programista](https://www.goodreads.com/book/show/32998879-junior-developer-wszystko-co-trzeba-wiedzie-by-zacz-prac-jako-prog)Β (π΅π±)
- [Peopleware: Productive Projects and Teams](https://www.goodreads.com/book/show/18895165-peopleware)
- [Refactoring: Improving the Design of Existing Code](https://www.goodreads.com/book/show/44719608-refactoring)
- [Test Driven Development: By Example](https://www.goodreads.com/book/show/387190.Test_Driven_Development)
- [The C Programming Language](https://www.goodreads.com/book/show/515601.The_C_Programming_Language)
- [The C++ Programming Language](https://www.goodreads.com/book/show/18709954-the-c-programming-language) (4th Edition)
- [The Clean Coder: A Code of Conduct for Professional Programmers](https://www.goodreads.com/book/show/11486819-the-clean-coder)
- [The Complete Software Developer's Career Guide: How to Learn Programming Languages Quickly, Ace Your Programming Interview, and Land Your Software Developer Dream Job](https://www.goodreads.com/book/show/35674293-the-complete-software-developer-s-career-guide)
- [The Mythical Man-Month: Essays on Software Engineering](https://www.goodreads.com/book/show/6558055-the-mythical-man-month)
- [The Pragmatic Programmer](https://www.goodreads.com/book/show/22404360-the-pragmatic-programmer)
- [The Self-Taught Programmer: The Definitive Guide to Programming Professionally](https://www.goodreads.com/book/show/33580202-the-self-taught-programmer)
- [Working Effectively with Legacy Code](https://www.goodreads.com/book/show/44919.Working_Effectively_with_Legacy_Code)
- [ZawΓ³d: Programista](https://www.goodreads.com/book/show/36223075-zaw-d)Β (π΅π±)
- [ZrozumieΔ programowanie](https://www.goodreads.com/book/show/28457659-zrozumie-programowanie)Β (π΅π±)
### science
- [AI Superpowers: China, Silicon Valley, and the New World Order](https://www.goodreads.com/book/show/38242135-ai-superpowers)
- [Behave: The Biology of Humans at Our Best and Worst](https://www.goodreads.com/book/show/33516538-behave)
- [Biased: Uncovering the Hidden Prejudice That Shapes What We See, Think, and Do](https://www.goodreads.com/book/show/40407320-biased)
- [Brief Answers to the Big Questions](https://www.goodreads.com/book/show/40277241-brief-answers-to-the-big-questions)
- [Hacking Darwin: Genetic Engineering and the Future of Humanity](https://www.goodreads.com/book/show/45275976-hacking-darwin)
- [How Smart Machines Think](https://www.goodreads.com/book/show/42598754-how-smart-machines-think)
- [Incognito: The Secret Lives of the Brain](https://www.goodreads.com/book/show/11550688-incognito)
- [Life 3.0: Being Human in the Age of Artificial Intelligence](https://www.goodreads.com/book/show/34272565-life-3-0)
- [The Ape that Understood the Universe: How the Mind and Culture Evolve](https://www.goodreads.com/book/show/40536444-the-ape-that-understood-the-universe)
- [The Information: A History, a Theory, a Flood](https://www.goodreads.com/book/show/10728649-the-information)
**[β¬ Back to Contents](#contents)**
## πΎ Browser Extensions
- [30 seconds of knowledge](https://30secondsofknowledge.com/) β random code snippet every time you open a new tab
- [Automa](https://chrome.google.com/webstore/detail/automa/infppggnoaenmfagbfknfkancpbljcca/) β automate browser by connecting blocks
- [ColorZilla](https://www.colorzilla.com/chrome/) β advanced eyedropper
- [Dark Reader](https://darkreader.org/) β dark mode for all the websites
- [Decentraleyes](https://decentraleyes.org/) β protect yourself against tracking through "free", centralised, content delivery
- [Disconnect](https://disconnect.me/) β visualize and block the invisible websites that track you
- [EditThisCookie](http://www.editthiscookie.com/) β cookie editor
- [Email Finder - GetProspect](https://getprospect.io/) β find business email address in one click
- [F.B.(FluffBusting)Purity](https://www.fbpurity.com/) β customise (clean) your Facebook
- [Git History Browser Extension](https://github.com/LuisReinoso/git-history-browser-extension) β add "Open in Git History" button to GitHub repos
- [GitHub Repository Size](https://chrome.google.com/webstore/detail/github-repository-size/apnjnioapinblneaedefcnopcjepgkci) β add repository size to GitHub's repository summary
- [Github Web IDE](https://github.com/zvizvi/Github-Web-IDE) β add a new drop down menu to any Github repository to browse the source code in a number of online IDEs
- [Grammarly](https://app.grammarly.com/) β very extensive tool to proofread English grammar
- [HTTPS Everywhere](https://www.eff.org/https-everywhere) β force HTTPS if possible
- [Hypothesis - Web & PDF Annotation](https://web.hypothes.is/) β open-source tool to highlight/annotate the text you read online and in the scientific papers. It's a great way to organize your research, as well as hold discussions about your annotations with other users [like me](https://hypothes.is/users/pyxelr)
- [Image Search Options](https://chrome.google.com/webstore/detail/image-search-options/kljmejbpilkadikecejccebmccagifhl/) β set of highly customizable reverse image search context menu options
- [Language Learning with Netflix](https://languagelearningwithnetflix.com/) β display subtitles in both languages while watching Netflix
- [LanguageTool](https://languagetool.org/) β check your writing in more than 20 languages (great alternative to Grammarly)
- [Modern for Wikipedia](https://chrome.google.com/webstore/detail/modern-for-wikipedia/emdkdnnopdnajipoapepbeeiemahbjcn) β redesigned user interface for Wikipedia
- [Nimbus Capture](https://nimbusweb.me/screenshot.php) β advanced screenshot tool for Google Chrome
- [OneTab](https://www.one-tab.com/) β save up to 95% memory by moving all open tabs into a single one in Google Chrome
- [PocketTube](https://pockettube.io/) β Youtube Subscription Manager. Already does a lot of work with automatic tags
- [Power Thesaurus](https://chrome.google.com/webstore/detail/power-thesaurus/hhnjkanigjoiglnlopahbbjdbfhkndjk) β find synonyms and antonyms to improve your writing
- [Privacy Badger](https://www.eff.org/privacybadger) β block invisible trackers
- [Reedy](https://reedy.azagroup.ru/) β speed reading with RSVP (Rapid Serial Visual Presentation) technique
- [Refined Twitter](https://github.com/sindresorhus/refined-twitter) β simplify Twitter UI and add useful features
- [Return YouTube Dislike](https://chrome.google.com/webstore/detail/return-youtube-dislike/gebbhagfogifgggkldgodflihgfeippi) β return ability to see dislikes
- [Session Buddy](https://sessionbuddy.com/) β manage browser sessions
- [SponsorBlock](https://sponsor.ajay.app/) β skip sponsor segments in YouTube videos)
- [Sourcegraph](https://docs.sourcegraph.com/integration/browser_extension) β add code intelligence to GitHub and other code hosts
- [Stylus](https://add0n.com/stylus.html) β user-style manager
- [Tab Resize - split screen layouts](https://chrome.google.com/webstore/detail/tab-resize-split-screen-l/bkpenclhmiealbebdopglffmfdiilejc) β resize the current tab and tabs to the right into layouts on separate windows
- [Tampermonkey](https://www.tampermonkey.net/) β the most popular userscript manager
- [uBlock Origin](https://github.com/gorhill/uBlock#installation) β blocker addon (not only for ads)
- [uMatrix](https://chrome.google.com/webstore/detail/umatrix/ogfcmafjalglgifnmanfmnieipoejdcf) β point & click to forbid/allow any class of requests made by your browser. Use it to block scripts, iframes, ads, facebook, etc.
- [Unclutter](https://unclutter.lindylearn.io/) β modern reader mode and article library for your browser
- [Unhook - Remove YouTube Recommended Videos](https://chrome.google.com/webstore/detail/remove-youtube-recommende/khncfooichmfjbepaaaebmommgaepoid) β hide YouTube related videos, comments, video suggestions wall, homepage recommendations, trending tab, and other distractions
- [VisBug](https://github.com/GoogleChromeLabs/ProjectVisBug) β FireBug for designers - edit any webpage, in any state
- [Wappalyzer](https://www.wappalyzer.com/) β identify technology on websites
- [Web Scrobbler](https://web-scrobbler.com/) β scrobble music all around the web, e.g. to your Last.fm account
**[β¬ Back to Contents](#contents)**
## πΌ Business
### remote collaboration
- [Discord](https://discordapp.com/) β VoIP application (my preference over Slack)
- [Google Hangouts](https://hangouts.google.com/) β remote video calls
- [Hackpad](https://hackpad.com/) β web-based realtime wiki (great for knowledge sharing/documentation)
- [Miro](https://miro.com/) β online collaborative whiteboard (great for remote event storming)
- [Remote Work Toolkit](https://nohq.co/tools/) β set of tools for remote work
- [Trello](https://trello.com/) β web-based Kanban-style list-making application (great for creating tickets)
### tools
- [ahrefs](https://ahrefs.com/) β research your competitors
- [Bitcoin Regret Club](https://bitcoinregret.club/calculate-regret) β check how much would you earn/lose if you would invest into Bitcoin on the chosen date
- [BuzzSumo](https://buzzsumo.com/) β analyze what content performs best for any topic or competitor
- [Calendly](https://calendly.com/) β schedule appointments
- [CoSchedule](https://coschedule.com/) β schedule online posts/marketing
- [Cryptowatch](https://cryptowat.ch/) β live Bitcoin price charts
- [FlatGA](https://flatga.io/#/dashboard) β easy overview of your Google Analytics dashboard
- [Google Optimize](https://www.blog.google/products/marketingplatform/analytics/this-is-not-a-test-google-optimize-now-free-for-everyone/) β free tool to perform A/B tests to analyse customers
- [Investing.com](https://www.investing.com/) β stock market quotes & financial news
- [ODOO](https://www.odoo.com/) β web-based open source business apps
- [Sendy](https://sendy.co/) β cheap newsletter system via Amazon SES
- Startup
- [books](https://startupbooks.io/) β list of books to help you along your startup journey
- [idea checklist](https://www.defmacro.org/2019/03/26/startup-checklist.html) β answer before opening a startup
- [stacklist](https://tools.stacklist.com/stacklists/) β list of technologies used by startups
- [stash](https://startupstash.com/) β curated directory of resources & tools to help you build your startup
- [Tools for Makers](https://toolsformakers.com/) β hand-curated directory of tools for makers
**[β¬ Back to Contents](#contents)**
## πΎ Cybersecurity
### learn
- [CTFlearn](https://ctflearn.com/) β ethical hacking platform that enables tens of thousands to learn, practice, and compete
- [CTFtime](https://ctftime.org/) β CTF archive, current overall Capture The Flag team rating, per-team statistics etc.
- [Google CTF](https://capturetheflag.withgoogle.com/) β CTF organised by Google with different challenges to practice
- [Hacker101](https://www.hacker101.com/) β free class for web security
- [Hacksplaining](https://www.hacksplaining.com/lessons) β interactive lessons to present the most typical cybersecurity attacks. Afterwards, the site presents an extended article with the ways of how to protect ourselves from the particular vulnerability
- [Hack The Box](https://www.hackthebox.eu/) β online platform allowing you to test your penetration testing skills and exchange ideas and methodologies with thousands of people in the security field
- [HackTricks](https://book.hacktricks.xyz/) β collection of hacking tricks & techniques that the author have learnt in CTFs, real life apps, and by reading researches and news
- [pwn.college](https://pwn.college/) β education platform for students (and other interested parties) to learn about, and practice, core cybersecurity concepts in a hands-on fashion
- [The Book of Secret Knowledge](https://github.com/trimstray/the-book-of-secret-knowledge) β collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more
- [TryHackMe](https://tryhackme.com/) β cybersecurity guides and challenges in your browser
### tools
- [AmIUnique](https://amiunique.org/fp) β check your browser fingerprint
- [Browserling](https://www.browserling.com/browser-sandbox) β online browser sandbox
- [CheckShortURL](https://checkshorturl.com/) β shortened URL expander
- [CyberChef](https://gchq.github.io/CyberChef/) β web app for encryption, encoding, compression and data analysis
- [DuckDuckGo](https://duckduckgo.com/) β find what has been hidden from you by Google
- [Filecrypt](https://filecrypt.co/Create.html) β encrypt a link
- [Firefox Relay](https://relay.firefox.com/) β create aliases, randomly generated email addresses that forward to your real inbox
- [Have I Been Pwned](https://haveibeenpwned.com/) β check if you have an account that has been compromised in a data breach
- [Firefox Monitor](https://monitor.firefox.com/) β the same tool from Firefox
- [We Leak Info](https://weleakinfo.com/) β data breach search engine
- [Hybrid Analysis](https://hybrid-analysis.com//) β analyse malware for free in the browser
- [I know what you download](https://iknowwhatyoudownload.com/en/peer/) β torrent downloads and distributions for chosen IP
- [IP Info](https://ip.voidsec.com/) β check if your VPN leaks information
- [Pi-Hole](https://pi-hole.net/) β adblock for the whole network (requires: router + raspberry pi)
- [PrivacyTools](https://www.privacytools.io/) β set of services, tools, and knowledge to protect your privacy
- [PRISM Break](https://prism-break.org/) β set of privacy tools (categorised by operating systems)
- [Privacy Respecting](https://github.com/nikitavoloboev/privacy-respecting) β curated list of privacy respecting services and software
- [Redirect Checker](https://www.redirect-checker.org/) β check your redirects and statuscode
- [Shodan](https://www.shodan.io/) β search engine of IoT
- [Tails](https://tails.boum.org/) β privacy OS for pendrive (protects your privacy and offers all sorts of apps to do so, like Tor, Thunderbird and PGP)
- [Temp Mail](https://temp-mail.org/en/) β create a temporary anonymous e-mail
- [Webbkoll](https://webbkoll.dataskydd.net/en/) β monitor privacy-enhancing features on websites, and find out who is letting you exercise control over your privacy
- [Whois](https://whois.domaintools.com/) β whois lookup
- [Your social media fingerprint](https://robinlinus.github.io/socialmedia-leak/) β check where you are currently logged in
**[β¬ Back to Contents](#contents)**
## π Data Science
[Subscribe to my newsletter](http://eepurl.com/dDqG-z) to find out even more inspiring stuff to help you with your analytics!
### cheatsheets
My private Obsidian would be there, but I prefer to share only the most relevant content. **IMPORTANT**: be aware that [many cheatsheets repeat false information](https://www.linkedin.com/posts/adrianolszewski_biostatistics-statistics-rstats-activity-6621020198185111552-jw12), such as classifying logistic regression as a pure classification algorithm.
- [Chris Albon](https://chrisalbon.com/) β comprehensive notes/code snippets on using Data Science & Artificial Intelligence
- [Comprehensive Python Cheatsheet](https://gto76.github.io/python-cheatsheet/) β best Python cheatsheet I found so far
- [Data Science board of my Pinterest](https://pinterest.com/pyxelrr/data-science/)
- [Most general cheatsheet](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/General/data-science-cheatsheet.pdf) β in a single PDF file
- [Statistical Models](https://www.linkedin.com/posts/adrianolszewski_rockyourr-rstats-datascience-activity-6612425857552252929-u-Ts/) β most verified cheatsheet out there on the internet. I recommend following the author's LinkedIn account for lots of substantive discussions
### datasets
- [50 Best Free Datasets for ML](https://www.telusinternational.com/insights/ai-data/article/the-50-best-free-datasets-for-machine-learning)
- [100,000 Faces Generated by AI](https://generated.photos/)
- [Academic Torrents](http://academictorrents.com/browse.php?cat=6&sort_field=times_completed&sort_dir=DESC)
- [Apollo Scape](http://apolloscape.auto/scene.html) β RGB videos with high resolution image sequences and per pixel annotation, survey-grade dense 3D points with semantic segmentation
- [Awesome Public Datasets](https://github.com/caesar0301/awesome-public-datasets)
- [AWS Public Datasets](https://aws.amazon.com/public-datasets/)
- [Berkeley DeepDrive BDD100k](https://bdd-data.berkeley.edu/) β 100,000 HD video sequences of over 1,100-hour driving experience across many different times in the day, weather conditions, and driving scenarios. Video sequences also include GPS locations, IMU data, and timestamps
- [Caffe2](https://caffe2.ai/docs/datasets.html)
- [Common Voice](https://voice.mozilla.org/en/datasets) β dataset of voices that everyone can use to train speech-enabled applications
- [CORGIS](https://think.cs.vt.edu/corgis/) β datasets for beginners
- [DataHub](https://datahub.io/search) β easiest way to find, share and publish datasets online
- [Datasets for machine learning](https://www.datasetlist.com/) β huge list (CV/NLP/Audio)
- [Datasets for mind reading](https://mindcodec.ai/2018/10/03/datasets-for-mind-reading/) (dataset is still available [here](https://crcns.org/data-sets/vc/vim-1/about-vim-1) with a CRCNS account) β fancy, huh?
- [FiveThirtyEight](https://data.fivethirtyeight.com/) β economics, sports, politics
- [Goodbooks-10k](https://github.com/zygmuntz/goodbooks-10k) β new dataset for book recommendations
- [Google BigQuery](https://www.reddit.com/r/bigquery/wiki/datasets) β public datasets from Google
- [Google Dataset Search](https://datasetsearch.research.google.com/) β search engine of datasets from Google
- [Grouplens datasets](https://grouplens.org/datasets/movielens/)
- [HealthData](https://healthdata.gov/) β high value health data
- [How readers browse Wikipedia](https://blog.wikimedia.org/2018/01/16/wikipedia-rabbit-hole-clickstream/)
- [Kaggle datasets](https://www.kaggle.com/datasets)
- [List of lists with datasets](https://www.dataandsons.com/data-market/categories)
- [LVIS](https://www.lvisdataset.org/) β dataset for large vocabulary instance segmentation
- [Mapillary Vistas Dataset](https://www.mapillary.com/dataset/vistas) β street-level imagery dataset with pixelβaccurate and instanceβspecific human annotations for understanding street scenes around the world
- [Mathematics Dataset](https://github.com/deepmind/mathematics_dataset) β generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty
- [Million Song Dataset](http://millionsongdataset.com/)
- [nuScenes](https://www.nuscenes.org/) β large-scale autonomous driving dataset
- [Papers With Code Datasets](https://paperswithcode.com/datasets) β ML datasets with lots of filtering options
- [Quandl](https://www.quandl.com/tools/python) β financial data directly into Python
- [Quantopian Datasets](https://www.quantopian.com/docs/data-reference/overview)
- [Tencent ML-Images](https://github.com/Tencent/tencent-ml-images) β largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
- [VQA](https://visualqa.org/) β 200k+ images and over a million questions (with answers) about those images
- [easy-VQA](https://github.com/vzhou842/easy-VQA) β simpler version of the original VQA dataset
- [World Bank Open Data](https://data.worldbank.org/) β economic data
- [YouTube 8M](https://research.google.com/youtube8m/) β dataset of YouTube videos
### jobs
- [CalmJobs](https://calm-jobs.com/) β job board of companies who value work-life balance
- [DataJobs](https://datajobs.com/) β jobs on the US market
- [Indeed](https://www.indeed.com/) β worldwide job search
- [Kaggle jobs](https://www.kaggle.com/jobs) β job board on Kaggle
- [LinkedIn](https://www.linkedin.com/) β social platform for employees
- [Remote Jobs](https://remotehub.io/) β browse 1,900+ remote companies and learn about their team, benefits, work culture and more
- [StatsJobs](https://www.statsjobs.com/) β jobs for statisticians
- [Tech Interview Handbook](https://yangshun.github.io/tech-interview-handbook/) β carefully curated content to help you ace your next technical interview with a focus on algorithms
#### tools
- [Glassdoor](https://www.glassdoor.com/index.htm) β find jobs and company reviews from its employees
- [Jobscan](https://www.jobscan.co/) β optimise your resume using the ATS system
- [levels.fyi](https://www.levels.fyi/?compare=Microsoft,Amazon,Apple&track=Software%20Engineer) β compare salaries and career levels at big companies
### learning material
- [AI Expert Roadmap](https://i.am.ai/roadmap) β roadmap to becoming an Artificial Intelligence Expert in 2020
- [AI Explorables](https://pair.withgoogle.com/explorables/) β big ideas in machine learning, simply explained by Google
- [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) β learn data science from IPython notebooks
- [Deep Learning Monitor](https://deeplearn.org/) β find new Arxiv papers, tweets and Reddit posts for you
- [Dive into Deep Learning](https://d2l.ai/) β interactive deep learning book with code, math, and discussions, based on the NumPy interface
- [Explained Visually](http://setosa.io/ev/) β interactive visualisations
- [Kaggle](https://www.kaggle.com/) β home of data science for competitions, datasets, coursers, notebooks and discussions
- [Machine Learning for Everyone](https://vas3k.com/blog/machine_learning/) β blog post, which explains the most critical concepts in a funny and practical way. You won't be bored reading it, and it might take you around 30-40 mins
- [Machine Learning on Coursera](https://www.coursera.org/learn/machine-learning) β the must check course by Andrew Ng
- [Machine Learning Study Path March 2019](https://github.com/clone95/Machine-Learning-Study-Path-March-2019) β GitHub repository with complete ML study path, focused on TensorFlow and Scikit-Learn
- [Machine Learning with AWS](https://aws.amazon.com/training/learning-paths/machine-learning/) β free digital curriculum used to train Amazonβs developers and data scientists. You can end it up with a paid professional certification straight from AWS
- [Made with ML](https://madewithml.com/) β platform for the ML community to learn, discover, share & organize content
- [Neural Networks](https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi) β YouTube playlist of four (20 mins videos) explaining the theory behind neural networks (by 3blue1brown)
- [Papers with Code](https://paperswithcode.com/) β free and open resource with Machine Learning papers, code and evaluation tables
### news
- [Data Science Central](https://www.datasciencecentral.com/) β more of a social network for data passionates
- [DataTau](http://www.datatau.net/) β Hacker News like. Still growing, but I prefer it mostly for the concise design
- [KDnuggets](https://www.kdnuggets.com/) β hub for news, jobs and more, just like Data Science Central
- [Towards Data Science](https://towardsdatascience.com/) β Medium for DS
- [Twitter](https://twitter.com/) β you can start with [#datascience](https://twitter.com/hashtag/datascience?lang=en) or [Follow Friday](https://followfriday.io/) (AI)
### online tools
- [A Neural Network Playground](https://playground.tensorflow.org/) β train a neural network
- [CNN Explainer](https://poloclub.github.io/cnn-explainer/) β interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs)
- [ColorBrewer](http://colorbrewer2.org/) β colour advice for maps
- [Decision Trees in Javascript](https://cs.stanford.edu/~karpathy/svmjs/demo/demoforest.html) β random forest demo in Javascript
- check out also [SVMs demo](https://cs.stanford.edu/~karpathy/svmjs/demo/)
- [GAN Lab](https://poloclub.github.io/ganlab/) β play with Generative Adversarial Networks (GANs) in your browser!
- [Grail Text Recognizer](https://jackschaedler.github.io/handwriting-recognition/) β text recognition explained
- [Image-to-Image Demo](https://affinelayer.com/pixsrv/) β interactive image translation with pix2pix-tensorflow
- [Interactive Machine Learning List](https://p.migdal.pl/interactive-machine-learning-list/) β list of interactive ML visualisations
- [Interactive Tools for ML, DL and Math](https://github.com/Machine-Learning-Tokyo/Interactive_Tools) β learn and play with ML interactively (I highly recommend it!)
- [Keras.js](https://transcranial.github.io/keras-js/) β run Keras models in your browser
- [Lyrebird AI](https://www.descript.com/lyrebird-ai) β voice cloning
- [PAIR tools](https://pair.withgoogle.com/tools/) β open-source tools to help make ML models more understandable, reliable, and fair (by Google)
- [Plotly Chart Studio](https://plot.ly/create/) β online Plotly graph maker
- [RAWGraphs](https://rawgraphs.io/) β quickly generate data visualisations from spreadsheets
- [RecurrentJS Sentence Memorization](https://cs.stanford.edu/people/karpathy/recurrentjs/)
- [Seeing Theory](https://seeing-theory.brown.edu/) β visual introduction to probability and statistics
- [SegNet](https://mi.eng.cam.ac.uk/projects/segnet/) β image segmentation
- [Self-driving cars in the browser](https://janhuenermann.com/blog/learning-to-drive)
- [StarByFace](https://starbyface.com/) β celebrity look-alike application
- [Talk to Transformer](https://talktotransformer.com/) β write some text and generate the next sentences
- [Teachable Machine](https://teachablemachine.withgoogle.com/) β simple GUI for creating ML models
### questions
- [Cross Validated](https://stats.stackexchange.com/) β Stack Overflow for DS
- [Data Science Stack Exchange](https://datascience.stackexchange.com/) β alternative to Cross Validated
- [Quora](https://www.quora.com/) β general website for questions
- subreddits β find the right subreddits in the list below
### subreddits
As there are many, I highly encourage you to check my custom feeds:
- [~data_science](https://www.reddit.com/user/pyxelr/m/data_science/)
- [~data_tools](https://www.reddit.com/user/pyxelr/m/data_tools/)
- [~data_viz](https://www.reddit.com/user/pyxelr/m/data_viz/)
- [~dev/mlops](https://www.reddit.com/user/pyxelr/m/devops/)
- [~machine_learning](https://www.reddit.com/user/pyxelr/m/machine_learning/)
- [~math](https://www.reddit.com/user/pyxelr/m/math/)
### visualisations
- [Datavisualization](http://selection.datavisualization.ch/) β list of visualisation tools
- [FlowingData](https://flowingdata.com/) β blog on data visualisation
- [Information is Beautiful](https://informationisbeautiful.net/) β see it with your own eyes
- [Population.io](https://population.io/) β what's your place in the world population? How long will you live?
- [Simply Statistics](https://simplystatistics.org/) β blog on data visualisation
- [Worldometers](https://www.worldometers.info/) β real-time world statistics
**[β¬ Back to Contents](#contents)**
## π¨ Design
- [Can't Unsee](https://cantunsee.space/) β check your graphical sense
- [Everypixel](https://www.everypixel.com/) β find free or paid stock images
- [Grumpy Website](https://grumpy.website/) β examples where the design went wrong
- [GUI gallery for every OS](http://toastytech.com/guis/index.html)
- [Squoosh](https://squoosh.app/) β optimise image size
- [UI Goodies](https://www.uigoodies.com/) β directory of online resources
### colour palettes
- [Adobe Color](https://color.adobe.com/create) β colour wheel by Adobe
- [Canva Color Wheel](https://www.canva.com/colors/color-wheel/) β colour wheel by Canva
- [Color Hunt](https://colorhunt.co/) β colour palettes to choose from
- [ColorKitty](https://colorkitty.com/) β create and discover colour palettes
- [Coolors](https://coolors.co/) β quickly generate new colour schemes
- [Happy Hues](https://www.happyhues.co/) β colour palette inspiration site
### create
- [Canva](https://www.canva.com/) β create graphics easily
- [Carbon](https://carbon.now.sh/) β share an image of code
- [Coggle](https://coggle.it/) β generate mind maps
- [diagrams.net](https://www.diagrams.net/) β free online diagram software (previously: draw.io)
- [Hatchful](https://hatchful.shopify.com/) β logo creator from the Shopify team
- [Kapwing](https://www.kapwing.com/tools) β collaborative platform for creating images, videos, and GIFs
- [Launchaco](https://www.launchaco.com/logo) β free online logo maker
- [Marvel](https://marvelapp.com/) β create mockups in the browser
- [Venngage](https://venngage.com/) β infographic creator
### edit
- [Photopea](https://www.photopea.com/) β Photoshop in the browser
- [Pixlr X](https://pixlr.com/x/) β online image editor
- [remove.bg](https://www.remove.bg/) β automatically remove background from an image
- [Unscreen](https://www.unscreen.com/) β automatically remove background from a video
### icons
- [CoreUI Icons](https://coreui.io/icons/) β premium designed free icon set with marks in SVG, Webfont and raster formats
- [Eva Icons](https://akveo.github.io/eva-icons/) β simple open-source icons
- [Flaticon](https://www.flaticon.com/) β free vector icons
- [Font Awesome](https://fontawesome.com/) β vector icons and social logos for your website
- [icons8](https://icons8.com/icons) β free icons
**[β¬ Back to Contents](#contents)**
## π Events
- [Eventbrite](https://www.eventbrite.com/) β social network for events
- [Eventil](https://eventil.com/) β events for tech people
- [Facebook Events](https://www.facebook.com/events/)
- [Hackathon.com](https://www.hackathon.com/) β find worldwide hackathons
- [Meetup](https://www.meetup.com/) β social network for events
**[β¬ Back to Contents](#contents)**
## π° IT News
All the mentioned sites are mostly free of clickbait and offer the triumph of form over content.
- [Ars Technica](https://arstechnica.com/)
- [dobreprogramy](https://www.dobreprogramy.pl/)Β (π΅π±) β one of the most popular Polish sites
- [Hacker News](https://news.ycombinator.com/) β my top resource with high quality content and discussions. Check out [my dark theme](https://github.com/pyxelr/hacker-news-bluish-gray) to save your eyes
- [Slashdot](https://slashdot.org/)
- [TechCrunch](https://techcrunch.com/)
- [The Hacker News](https://thehackernews.com/) β cybersecurity news
**[β¬ Back to Contents](#contents)**
## π§ Learning
- [Brilliant](https://brilliant.org/) β replace lecture videos with hands-on, interactive problem solving
- [Hypothesis](https://web.hypothes.is/) β open-source tool to highlight/annotate the text you read online and in the scientific papers. It's a great way to organize your research, as well as hold discussions about your annotations with other users [like me](https://hypothes.is/users/pyxelr)
- [Polar Bookshelf](https://github.com/burtonator/polar-bookshelf) β open-source tool to annotate PDF documents and websites and later turn them into Anki flashcards. It's a quite unique alternative to Hypothesis
- [Researcher](https://www.researcher-app.com/) β feed for scientific papers
- [Simple Wikipedia](https://simple.wikipedia.org/wiki/Main_Page) β Wikipedia articles explained in simple words
### flashcards
I've explained my way of using flashcards (mainly Anki) thoroughly in [this blog post](https://pawelcislo.com/2020/07/10/optimising-our-learning-retention-rate-with-srs-anki/).
- [Anki](https://apps.ankiweb.net/) β my favourite software to learn through spaced repetition and active learning in mobile and open-source PC app. Make sure to [check out my own decks](https://github.com/pyxelr/my-anki-decks-of-flashcards)
- [flashcards.wizardzines](https://flashcards.wizardzines.com/) β set of flashcards from Julia Evans
- [Flashcards for Developers](https://www.flashcardsfordevelopers.com/) β online flashcards based mostly on programming skills
- [Fluent Forever](https://fluent-forever.com/) β paid application to study languages. You can also read its [accompanying book](https://www.goodreads.com/book/show/22304017-fluent-forever) and watch the [authorβs comparison between FF and Anki](https://youtu.be/fepSv0fqg5U)
- [Memrise](https://www.memrise.com/) β learn a language and not only
- [NeuraCache](https://neuracache.com/) β automatically generate flashcards from Twitter posts, Markdown editors, Kindle or your favourite note-taking tools, such as OneNote, Evernote or Roam and study them all using a mobile app
- [Quizlet](https://quizlet.com/) β more user-friendly alternative to Anki
- [RemNote](https://www.remnote.io/homepage) β note-taking app that will convert your notes to flashcards with the use of specific syntax. Here you can check its [live demo](https://www.remnote.io/documentation/cJSBN4bczFCPMwBx7)
- [ShortcutFoo](https://www.shortcutfoo.com/) β fun way to memorise shortcuts and commands
- [SuperMemo](https://super-memo.com/supermemo18.html) β more advanced tool over Anki, including the incremental reading feature. The author also dedicated a lot of time into the [science behind the learning topic](http://www.super-memory.com/)
- [Tinycards](https://tinycards.duolingo.com/) β flashcard app from the creators of Duolingo
### languages
- [Busuu](https://www.busuu.com/) β global language learning community, where you can take language courses to practice reading, writing, listening and speaking (great alternative to Duolingo)
- [Clozemaster](https://www.clozemaster.com/) β language learning gamification through mass exposure to vocabulary in context
- [Duolingo](https://www.duolingo.com/) β free web/mobile app to learn most of the languages
- [LyricsTraining](https://lyricstraining.com/) β learning languages with the music videos and filling in the lyrics of your favorite songs
- [Reverso Context](https://context.reverso.net/translation/) β translator with example sentences to give more context
- [Rosetta Stone](https://www.rosettastone.com/) β learn online with a possibility to book online conversations with a native speaker
- [YouGlish](https://youglish.com/) β search engine to find the pronunciation of the phrase in a YouTube video. The site offers multiple languages
### online courses
- [A Cloud Guru](https://acloudguru.com/) β courses and real hands-on labs in AWS, Azure, Google Cloud, and beyond
- [Coursera](https://www.coursera.org/) β courses by universities and other professional organizations
- [Courseroot](https://courseroot.com/) β course search engine
- [DataCamp](https://www.datacamp.com/) β online courses just for data science
- [Dataquest](https://www.dataquest.io/) β online courses just for data science (seems to be tougher than DataCamp but lacks the mobile app)
- [edX](https://www.edx.org/) β online university-level courses
- [HN Academy](https://yahnd.com/academy/) β online courses recommended by the community of Hacker News
- [Khan Academy](https://www.khanacademy.org/) β free online university
- [O'Reilly learning](https://www.oreilly.com/online-learning/) β learning platform with online interactive sandboxes and access to O'Reilly books
- [SwitchUp](https://www.switchup.org/) β compare/rank bootcamps by subjects
- [Udacity](https://www.udacity.com/) β high-quality courses for tech topics
- [Udemy](https://www.udemy.com/) β find and create online courses
### questions
- [Quora](https://www.quora.com/) β ask anything
- [Reddit](https://www.reddit.com/) β find the right subreddit for your question
- [Stack Exchange](https://stackexchange.com/sites) β find the right site to ask your question
- [Stack Overflow](https://stackoverflow.com/) β all the programming related questions
### simulations
- [AI Explorables](https://pair.withgoogle.com/explorables/) β big ideas in machine learning, simply explained by Google
- [Explained Visually](http://setosa.io/ev/) β interactive visualisations
- [Explorable Explanations](https://explorabl.es/all/) β hub for learning through interactive online games. Make sure to check out more from [Nicky Case!](https://ncase.me/)
- [Explorable Physics](https://landgreen.github.io/physics/index.html) β course notes for algebra based physics with explorable explanations
- [Neal.fun](https://neal.fun/) β lots of interactive educational/interesting comparisons
- [Prajwal DSouza](https://prajwalsouza.github.io/) β simulations related to Math, Physics and Computer Science
**[β¬ Back to Contents](#contents)**
## π§ Linux
- [Cassowary](https://github.com/casualsnek/cassowary) β run Windows applications on Linux as if they are native
- [DistroTest](https://distrotest.net/index.php) β try running any Linux distro in the cloud VM
- [instantbox](https://github.com/instantbox/instantbox) β spin up temporary Linux systems with instant webshell access from any browser
- [Peek](https://github.com/phw/peek) β animated GIF recorder for Linux
- [termtosvg](https://github.com/nbedos/termtosvg) β record terminal sessions as SVG animations
- [UserLAnd](https://github.com/CypherpunkArmory/UserLAnd) β run a Linux distribution or application on Android (without root)
- [WebVM](https://webvm.io/) β server-less virtual Linux env running client-side in HTML5/WebAssembly
- [Wine](https://www.winehq.org/) β compatibility layer capable of running Windows applications on several POSIX-compliant operating systems, such as Linux, macOS, & BSD
- [xxh](https://github.com/xxh/xxh) β bring your favorite shell wherever you go through ssh
### shell
Additionally, you can find settings of my terminals (UI, plugins, aliases, etc.) in the [my-terminal](https://github.com/pyxelr/my-terminal) repository.
- [bat](https://github.com/sharkdp/bat) β cat(1) clone with wings
- [broot](https://github.com/Canop/broot) β new way to see and navigate directory trees
- [CommandLineFu](https://www.commandlinefu.com/commands/browse)β share & browse Linux CLI one-liners
- [crontab guru](https://crontab.guru/) β quick and simple editor for cron schedule expressions
- [eza](https://github.com/eza-community/eza) β modern replacement for `ls`
- [explainshell](https://explainshell.com/) β match CLI arguments to their help text
- [fd](https://github.com/sharkdp/fd) β better alternative to `find`
- [fzf](https://github.com/junegunn/fzf) β CLI fuzzy finder
- [howdoi](https://github.com/san-kumar/howdoi) β get quick answers to common linux related questions, right inside your terminal by typing `"howdoi [your question]"`
- [htop](https://github.com/htop-dev/htop/) β interactive process viewer
- [Modern Unix](https://github.com/ibraheemdev/modern-unix) β collection of modern/faster/saner alternatives to common unix commands
- [A list of new(ish) command line tools](https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools/) β by Julia Evans
- [Neofetch](https://github.com/dylanaraps/neofetch) β CLI tool to display information about your OS in an aesthetic way
- [nushell](https://github.com/nushell/nushell) β new type of shell
- [Oh My Zsh](https://ohmyz.sh/) β framework for managing your Zsh configuration
- [Online Bash Shell](https://www.onlinegdb.com/online_bash_shell) β online Bash editor
- [Outrun](https://github.com/Overv/outrun) β execute a local command using the processing power of another Linux machine
- [ShellCheck](https://www.shellcheck.net/) β find bugs in your shell scripts
- [Starship](https://github.com/starship/starship) β prompt for any shell ([customize it](https://starship.rs/config/#configuration), e.g. to disable the package module)
- [tealdeer](https://github.com/dbrgn/tealdeer) β very fast implementation of tldr in Rust
- [tree](http://mama.indstate.edu/users/ice/tree/) β display directories as trees (with optional color/HTML output)
- [zsh](https://www.zsh.org/) β shell designed for interactive use, although it is also a powerful scripting language
- [zsh-autosuggestions](https://github.com/zsh-users/zsh-autosuggestions) β fish-like autosuggestions for Zsh
- [zsh-syntax-highlighting](https://github.com/zsh-users/zsh-syntax-highlighting) β fish shell like syntax highlighting for Zsh
#### devops/mlops
- [aws-cli](https://github.com/aws/aws-cli) β official Amazon AWS command-line interface
- [helm](https://helm.sh/) β package manager for Kubernetes
- [jq](https://github.com/stedolan/jq) β CLI JSON processor
- [k9s](https://k9scli.io/) β Kubernetes CLI (alternatively, try [Lens](https://k8slens.dev/))
- [kubectl](https://kubernetes.io/docs/tasks/tools/) β Kubernetes cluster manager
- [kustomize](https://kustomize.io/) β Kubernetes native configuration management
- [sops](https://github.com/mozilla/sops) β tool for managing secrets
- [yq](https://github.com/mikefarah/yq) β command-line YAML, JSON and XML processor
**[β¬ Back to Contents](#contents)**
## π macOS
- [AirBuddy](https://v2.airbuddy.app/) β control wireless devices
- [Alfred](https://www.alfredapp.com/) β extendable launcher
- [Amphetamine](https://apps.apple.com/us/app/amphetamine/id937984704) β keep your screen awake
- [Automator](https://support.apple.com/en-gb/guide/automator/welcome/mac) β built-in app to create workflows
- [Bartender](https://www.macbartender.com/) β take control of menu bar
- [BetterSnapTool](https://folivora.ai/bettersnaptool) β easily manage your window positions
- [BetterTouchTool](https://folivora.ai/) β customize various input devices
- [BetterZip](https://macitbetter.com/) β next generation of archiving
- [CleanShot X](https://cleanshot.com/) β screenshot tool
- [Monosnap](https://monosnap.com/) β free alternative
- [DevUtils](https://devutils.com/) β all-in-one toolbox for developers
- [DevToysMac](https://github.com/ObuchiYuki/DevToysMac) β free alternative
- [espanso](https://espanso.org/) β cross-platform text expander (you can find my settings [here](https://github.com/pyxelr/my-espanso-config))
- [Ferdium](https://ferdium.org/) β all the social apps in one place
- [HazeOver](https://hazeover.com/) β fade out background windows
- [Homebrew](https://brew.sh/) β package manager for macOS
- [iStatistica Pro](https://www.imagetasks.com/istatistica/pro/) (with iStatistica Sensors) β system monitoring
- [iTerm2](https://iterm2.com/) β better terminal (you can find my settings [here](https://github.com/pyxelr/my-terminal))
- [Itsycal](https://www.mowglii.com/itsycal/) β tiny menu bar calendar
- [Karabiner-Elements](https://karabiner-elements.pqrs.org/) β keyboard customizer
- [Keyboard Maestro](https://www.keyboardmaestro.com/main/) β macOS automation software
- [lima](https://github.com/lima-vm/lima) β launch Linux virtual machines with automatic file sharing and port forwarding (similar to WSL2)
- [Little Snitch](https://www.obdev.at/products/littlesnitch/index.html) β host-based application firewall for macOS
- [mas](https://github.com/mas-cli/mas) β Mac App Store command line interface
- [MeetingBar](https://github.com/leits/MeetingBar) β menu bar calendar
- Microsoft
- [Microsoft Excel](https://apps.apple.com/us/app/microsoft-excel/id586683407) β my favourite spreadsheet editor
- [Microsoft Outlook](https://apps.apple.com/us/app/microsoft-outlook/id951937596) β my favourite e-mail client
- [Microsoft PowerPoint](https://apps.apple.com/us/app/microsoft-powerpoint/id586449534) β my favourite slideshow creator
- [Microsoft Word](https://apps.apple.com/us/app/microsoft-word/id586447913) β my favourite document editor
- [New File Menu](https://apps.apple.com/us/app/new-file-menu/id1064959555?mt=12) β create new files via Finder
- [Numi](https://numi.app/) β beautiful calculator
- [Objective-Seeβs Tools](https://objective-see.org/tools.html) β free, open-source, tools to secure your Mac
- [Orbstack](https://orbstack.dev/) β faster alternative for Docker Desktop
- [PDF Reader Pro](https://www.pdfreaderpro.com/mac) β best PDF editor as per [this comparison](https://docs.google.com/spreadsheets/d/1pCt75tHayO_QJO2swREcZEgAFEhrm9-3pnDogh5kpRM/)
- [QSpace Pro](https://qspace.awehunt.com/en-us/index.html) β more advanced Finder
- [Raycast](https://www.raycast.com/) β alternative to Alfred
- [Sloth](https://github.com/sveinbjornt/Sloth) β show all open files, directories, sockets, pipes and devices in use by all running processes
- [SoundSource](https://rogueamoeba.com/soundsource/) β advanced audio controls
- [System Color Picker](https://apps.apple.com/pl/app/system-color-picker/id1545870783?mt=12) β built-in color picker
- [Timer RH](https://red-hot-timer-for-mac-os-x.3bitlab.com/) β timer/stopwatch app
- [Tinker Tool](http://www.bresink.com/osx/TinkerTool.html) β adjust hidden OS features, e.g. to disable animation on hiding/showing dock
- [Transmit](https://panic.com/transmit/) β upload, download, and manage files on tons of servers
- [UnnaturalScrollWheels](https://github.com/ther0n/UnnaturalScrollWheels) β invert scroll direction for mouse & trackpad
- [Warp](https://www.warp.dev/) β modern terminal reimagined with AI (you can find my settings [here](https://github.com/pyxelr/my-terminal))
- [Xcode Command Line Tools](https://mac.install.guide/commandlinetools/index.html) β tools for software developers that run on the command line
- [Zed](https://github.com/zed-industries/zed) β open-source code editor written in Rust (my replacement for Sublime Text)
**[β¬ Back to Contents](#contents)**
## β Math
### learn
- [Become a Calculus Master](https://www.udemy.com/calculus1/) β Udemy course of three parts
- [Better Explained](https://betterexplained.com/calculus/) β free calculus course
- [Calculus for Beginners and Artists](http://www-math.mit.edu/~djk/calculus_beginners/index.html) β free online book
- [Calculus For The People -- Season 1](https://www.geogebra.org/m/x39ys4d7) β free online book with interactive elements
- [Example Problems](http://www.exampleproblems.com/wiki/index.php/Main_Page) β example problems with solutions in a Wiki format
- [immersive linear algebra](http://immersivemath.com/ila/index.html) β free interactive online book
- [Interactive Linear Algebra](https://textbooks.math.gatech.edu/ila/index.html) β free online textbook at Georgia Tech
- [Mathematics For Machine Learning](https://mml-book.github.io/) β free book in a PDF format
- [Mathigon](https://mathigon.org/) β interactive math online
- [Math is Fun](https://www.mathsisfun.com/) β easy mathematical explanations
- [OnlineStatBook](http://onlinestatbook.com/2/index.html) β easy to understand book about math (in my opinion). It is best to go through the online version as it contains some exercises
### tools
- [Desmos](https://www.desmos.com/calculator) β graphing calculator. You can create visualisations close to 3blue1brown style (such as [[1]](https://www.desmos.com/calculator/p3cqhpvjld) or [[2]](https://www.desmos.com/calculator/pocv58hhrf))
- [Manim](https://github.com/3b1b/manim) β generate explanatory animations for your math videos (created by [3blue1brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw))
- [Mathway](https://www.mathway.com/Algebra) β algebra problem solver
- [Symbolab](https://www.symbolab.com/) β step by step solver
- [WolframAlpha](https://www.wolframalpha.com/) β ultimate online calculator
**[β¬ Back to Contents](#contents)**
## π± Mobile Apps
- [AdGuard](https://adguard.com/en/products.html) β get rid of intrusive ads and online tracking
- [Algorithms: Explained and Animated](https://play.google.com/store/apps/details?id=wiki.algorithm.algorithms) β great representation of various algorithms
- [AnkiDroid Flashcards](https://play.google.com/store/apps/details?id=com.ichi2.anki) β learn any topic using active learning and spaced repetition. Before using the mobile app, I strongly suggest to set up your account and decks of cards using the [PC app](https://apps.ankiweb.net/). Also, make sure to check theΒ [public decks shared from my side](https://github.com/pyxelr/my-anki-decks-of-flashcards)
- [AZ Screen Recorder](https://play.google.com/store/apps/details?id=com.hecorat.screenrecorder.free) β best free screen recorder (though, I have switched to Android's built-in "Screen recorder")
- [Backdrops](https://backdrops.io/) β my favorite high-quality wallpaper app
- [Boost for reddit](https://play.google.com/store/apps/details?id=com.rubenmayayo.reddit) β Reddit client
- [Brilliant](https://brilliant.org/) β replace lecture videos with hands-on, interactive problem solving
- [Calmaria](https://calmaria.app/) β focus / breathe / relax
- [Chess King (Learn Tactics & Solve Puzzles)](https://learn.chessking.com/) β collection of chess education courses
- [Cymath - Math Problem Solver](https://www.cymath.com/) β step by step problem solver
- [Elevate](https://www.elevateapp.com/) β used daily can significantly improve math, reading, writing, speaking, and listening
- [Enki](https://www.enki.com/) β learn data science, coding, and stay on top of tech trends
- [File Manager Plus](https://play.google.com/store/apps/details?id=com.alphainventor.filemanager) β my favourite file manager
- [Foreca](https://www.foreca.com/) β weather forecast
- [Google Lens](https://lens.google/) β search what you see
- [Grasshopper](https://grasshopper.app/) β learn JavaScript for free from Google
- [Harmonic for Hacker News](https://play.google.com/store/apps/details?id=com.simon.harmonichackernews) β great looking tech news that I can read for hours
- [HiPER Calc Scientific Calculator](https://hiperdevelopment.wixsite.com/hipercalc-android) β high precision scientific calculator
- [InShot](https://inshot.com/) β most advanced video editor
- [lichess](https://play.google.com/store/apps/details?id=org.lichess.mobileapp) β best open-source free chess
- [Listen Audiobook Player](https://play.google.com/store/apps/details?id=com.acmeandroid.listen) β my favourite Audiobook Player
- [Mathlab Graphing Calculator](https://www.mathlab.us/calc/index.html) β scientific, graphing, fraction and matrix calculator in one app
- [Network Analyzer](https://techet.net/netanalyzer/) β network analysis, scanning and problem detection
- [One Calendar](https://www.onecalendar.nl/) β manage all your calendars on all your devices
- [Pocket Casts](https://www.pocketcasts.com/) β my favourite Podcast Player
- [Polish](https://play.google.com/store/apps/details?id=photo.editor.photoeditor.photoeditorpro) β most advanced photo editor
- [Puzzlerama](https://play.google.com/store/apps/details?id=com.leodesol.games.puzzlecollection) β stock of puzzles
- [Pydroid 3](https://play.google.com/store/apps/details?id=ru.iiec.pydroid3) β Python 3 IDE for Android
- [Screen On](https://play.google.com/store/apps/details?id=de.dieterthiess.keepiton) β app and widget to keep the screen on
- [Simon Tatham's Puzzles](https://play.google.com/store/apps/details?id=name.boyle.chris.sgtpuzzles) β mobile implementation of the [web-based collection](https://www.chiark.greenend.org.uk/~sgtatham/puzzles/) of one-player puzzle games
- [Statinfer](https://play.google.com/store/apps/details?id=com.learn.statinfer1) ([archived apk file](https://apkpure.com/statinfer-%E2%80%93-learn-data-science/com.learn.statinfer1)) β quiz app to test your data science skills (ML, DL, tools, interview questions, etc.)
- [SoloLearn](https://www.sololearn.com/) β mobile programming university
- [Termux](https://termux.com/) β Android terminal emulator and Linux environment app (you can find my settings [here](https://github.com/pyxelr/my-terminal))
- [Tiny Scanner](https://play.google.com/store/apps/details?id=com.appxy.tinyscanner) β PDF scanner app
- [Twilight](https://twilight.urbandroid.org/) β blue light filter (though, I prefer Android's built-in "Eye comfort shield")
- [Universe in a Nutshell](https://shop-eu.kurzgesagt.org/products/universe-in-a-nutshell-app) β Wait but Why and Kurzgesagt version of the online [Scale of the Universe 2](https://htwins.net/scale2/)
**[β¬ Back to Contents](#contents)**
## πΆ Music
### DAW
- [Ableton](https://www.ableton.com/en/)
- [FL Studio](https://www.image-line.com/flstudio/) β my favourite choice with lots of online tutorials. Can be highly extended with multiple plugins
### learn
- [academy.fm](https://academy.fm/) β lots of online courses
- [ADSR](https://www.adsrsounds.com/courses/) β learn Serum, Reaktor, Massive, etc.
- [Beatboxing for kids](https://beatboxingforkids.fun/) β teach your kids beatboxing using everyday words
- [Learn music with Ableton](https://learningmusic.ableton.com/index.html) β interactively in your browser
- [Learning Synths](https://learningsynths.ableton.com/get-started)
- [Melodics](https://melodics.com/) β interactive desktop software
- [Pianu](https://pianu.com/) β online interactive piano
- [Playground Sessions](https://www.playgroundsessions.com/) β my personal favorite app to learn piano
- [Simply Piano](http://www.joytunes.com/simply-piano) β mobile app that listens to the sound through a microphone
- [Synthesia](https://www.synthesiagame.com/) β game that can help you learn how to play the piano using falling notes
### listen
- [Brain.fm](https://www.brain.fm/) β music to improve focus
- [defonic](https://defonic.com/) β create immersive soundscape
- [Endel](https://play.endel.io/) β personalized soundscapes to help you focus, relax, and sleep. Backed by neuroscience
- [Last.fm](http://www.last.fm/) β track your scrobbles.Β Make sure to [follow me](https://www.last.fm/user/Pyxelr)!
- [lofi.cafe](https://lofi.cafe/) β online radio to focus and relax
- [lofi generator](https://lofigenerator.com/) β algorithmically generate royalty-free lofi hip-hop
- lofi hip hop radio β live YouTube transmission of background music for your studying sessions
- [beats to relax/study to](https://www.youtube.com/watch?v=hHW1oY26kxQ)
- [beats to sleep/chill to](https://www.youtube.com/watch?v=EcEMX-63PKY)
- [Moodil](https://www.moodil.com/) β nature sounds
- [musicForProgramming](http://musicforprogramming.net/) β series of mixes intended for listening while '+task+' to aid concentration
- [myNoise](https://mynoise.net/) β create beautiful noises to mask the noises you donβt want to hear
- [Noises.online](https://noises.online/) β premium masking sounds
- [Poolsuite FM](https://poolsuite.net/) β the chillest place online: a place where it's perpetually the summer of 1997 (probably my favourite radio)
- [Radio Garden](http://radio.garden/) β listen to thousands of radio stations from the world using a Google Earth based menu
- [SoundCloud](https://soundcloud.com/) β find lots of indie music and upload your own one. Make sure to [follow me](https://soundcloud.com/pyxelr)!
- [Spotify](https://www.spotify.com/) β stream music online
### sample packs
- [ADSR](https://www.adsrsounds.com/) β sample packs + music courses
- [BBC Sound Effects](http://bbcsfx.acropolis.org.uk/) β 16000 BBC Sound Effects in WAV format
- [Cymatics.fm](https://cymatics.fm/pages/free-download-vault) β 1000βs of free samples, presets, and more
- [Loopmasters](https://www.loopmasters.com/) β different types of samples: one shots, loops, construction kits (samples combined for one particular song)
- [SoundPacks](https://soundpacks.com/) β comprehensive source for free sample packs, drum kits, loop packs, and preset packs
### tools
- [alda](https://alda.io/) β text-based programming language for music composition
- [Bongo Cat](https://bongo.cat/) β hit the bongos like Bongo Cat!
- [Chrome Music Lab](https://musiclab.chromeexperiments.com/) β website that makes learning music more accessible through fun, hands-on experiments
- [DeepJ](https://github.com/calclavia/DeepJ) β AI to compose piano music in real-time
- [drumbit](https://drumbit.app/) β online drum machine
- [Every Noise at Once](http://everynoise.com/engenremap.html) β map of music styles (play each style with a single click)
- [Jukeblocks](https://jukeblocks.io/) β song structure generator, that generates the tracks, song sections and composition/arrangement of a song
- [Ludotune](https://ludotune.com/) β make music with 3D blocks
- [Music Grid](https://music-grid.surge.sh/) β turn on sound, tap on the grid
- [Music Maker](https://www.sentient.ai/sentient-labs/ea/lstm-music/) β with the use of AI
- [noise.sh](https://noise.sh/) β digital signal processing spreadsheet for sound design
- [Roland50 Studio](https://roland50.studio/) β online music creation platform by Yuri Suzuki and Roland
- [SOUL](https://soul.dev/) β IDE and language to make music
- [Spleeter](https://github.com/deezer/spleeter) β extract acapella from the song using AI ([demonstration video](https://youtu.be/tgnuOSLPwMI))
- [The Infinite Drum Machine](https://experiments.withgoogle.com/ai/drum-machine/view/) β create beats using sounds from the everyday world
**[β¬ Back to Contents](#contents)**
## π§ Newsletters
- [AI News](https://buttondown.email/ainews) β daily summary of AI discords + top Twitter accounts
- [Awesome Newsletters](https://github.com/zudochkin/awesome-newsletters) β curated list of awesome newsletters
- [Bullets.news](https://bullets.news/) β scientific papers summarized in few bullet points
- [Dane i Analizy](https://blog.prokulski.science/) (π΅π±) β ML, AI, devops, data analysis, Python and R
- [Data Elixir](https://dataelixir.com/) β weekly dose of the top data science picks from around the web. Covering machine learning, data visualization, analytics, and strategy
- [Data Science Weekly](https://www.datascienceweekly.org/) β featuring curated news, articles and jobs related to Data Science. You can read the [archive](https://www.datascienceweekly.org/newsletters) at any time
- [DEV Community](https://dev.to/settings/notifications) β weekly newsletter of top 7 posts (activate in settings of your account)
- [GitHub Trending Repos](https://github.com/vitalets/github-trending-repos) β subscribe to weekly/daily sets of trending repositories from different languages
- [Hacker Newsletter](https://hackernewsletter.com/) β weekly newsletter of best posts from Hacker News
- [Highbrow](https://gohighbrow.com/) β choose a topic to learn and receive a daily message
- [Infopigula](https://infopigula.pl/) (π΅π±) β the most important polish/global news in a nutshell
- [Inside](https://inside.com/) β daily newsletters on different topics. For example, check out [Inside AI](https://inside.com/ai)
- [James Clear](https://jamesclear.com/newsletter) β apply better habits in your life (from the author of Atomic Habits)
- [KubeWeekly](https://www.cncf.io/kubeweekly/) β weekly newsletter for all things Kubernetes and beyond
- [learnbyexample weekly](https://learnbyexample.gumroad.com/l/learnbyexample-weekly) β CLI, Python, Regular Expressions, Vim, etc.
- [Machine Learning Ops Roundup](https://mlopsroundup.substack.com/) β bringing together the best articles, news and papers about MLOps
- [Morning Cup of Coding](https://morningcupofcoding.com/) β daily programming newsletter featuring long form technical articles of all fields of software engineering
- [Papers with Code](https://paperswithcode.com/newsletter) β stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets
- [Podcast Notes](https://podcastnotes.org/) β summary of podcasts in few bullet points
- [Product Hunt Daily](https://www.producthunt.com/newsletter) β a daily digest of the best of Product Hunt, created by your friends
- [Superhuman](https://www.superhuman.ai/) β popular AI newsletter
- [The Batch](https://read.deeplearning.ai/the-batch/) β stay updated with weekly AI News and Insights from DeepLearning.AI
- [The Data Science Roundup](http://roundup.fishtownanalytics.com/) β internet's most useful data science articles
- [The Overflow](https://stackoverflow.blog/newsletter/) β newsletter by developers, for developers
- [TLDR Newsletter](https://tldr.tech/) β daily 5-minute e-mails on selected categories (AI, DevOps, IT, ...)
- [unknowNews](https://unknow.news/) (π΅π±) β weekly newsletter. Check its [archive](https://news.mrugalski.pl/) or [search engine](https://www.uw7.org/szukaj/) for the past sendings
- [Unreadit/Tech](https://unreadit.com/n/tech/) β Reddit content on tech
**[β¬ Back to Contents](#contents)**
## π§ Podcasts
I recommend listening to all podcasts through [Pocket Casts web/mobile app](https://www.pocketcasts.com/).
### business
- [Akademia.pl](https://anchor.fm/akademia) (π΅π±) β podcast for new entrepreneurs
- [Life Hacking Podcast](https://www.spreaker.com/show/life-hacking-podcast) (π΅π±) β develop your mind
- [MiroBurn Show](https://anchor.fm/miroburn) (π΅π±) β main podcast by MiroBurn
- [Przygody PrzedsiΔbiorcΓ³w](https://soundcloud.com/przygodyprzedsiebiorcow) (π΅π±) β interviews with entrepreneurs
- [Startup my Way](https://startupmyway.com/) (π΅π±) β SaaS, startups, tech, future
- [Ted Talks Business](https://www.ted.com/talks?topics%5B%5D=business)
- [WiΔcej niΕΌ oszczΔdzanie pieniΔdzy](https://jakoszczedzacpieniadze.pl/podcast)Β (π΅π±) β how to spend money the right way
### cybersecurity
- [Breaking Badness](https://www.domaintools.com/resources/podcasts) β where timely and relevant security news meets ninja jokes and sit down comedy
- [Cyber Security Headlines](https://cisoseries.com/category/podcast/cyber-security-headlines/) β six-minute news podcast available every weekday
- [Daily Information Security Podcast ("StormCast")](https://isc.sans.edu/podcast.html) β daily 5-10 minute information security threat updates
- [Darknet Diaries](https://darknetdiaries.com/) β true stories from the dark side of the internet
- [Digital Forensic Survival Podcast](https://digitalforensicsurvivalpodcast.com/) β computer forensic analysis, techniques, methodology, tool reviews and more
- [Kacper Szurek](https://security.szurek.pl/) (π΅π±) β overview of the latest security news
- [Malicious Life](https://malicious.life/) β history of cybersecurity, with comments and reflections by real hackers
- [Na PodsΕuchu - Niebezpiecznik.pl](https://www.spreaker.com/show/na-podsluchu-niebezpiecznik-pl) (π΅π±) β discussions of different cybersecurity topics
- [The Privacy, Security, and OSINT Show](https://inteltechniques.com/podcast.html) β weekly podcast presents ideas to help you become digitally invisible, stay secure from cyber threats, and make you a better online investigator
- [The Social-Engineer Podcast](http://www.social-engineer.org/category/podcast/) β podcast on social engineering
### data science
- [Biznes MyΕli](https://www.spreaker.com/show/biznes-mysli) (π΅π±) β AI podcast by Vladimir
- [DataEvangelists](https://www.spreaker.com/show/dataevangelists) (π΅π±) β 1st Polish podcast on data science
- [Data Framed](https://www.datacamp.com/community/podcast) β from DataCamp creators
- [Lex Fridman Podcast](https://lexfridman.com/podcast/) β AI talks with top engineers
- [Practical AI](https://changelog.com/practicalai) β making artificial intelligence practical, productive, and accessible to everyone
- [Python Bytes](https://pythonbytes.fm/) β weekly podcast on Python
- [Talk Python To Me](https://talkpython.fm/) β podcast on Python and related technologies
- [The Numberphile podcast](https://www.numberphile.com/podcast/) β fall in love with numbers
- [Ubuntu AI](https://podcastsbycanonical.buzzsprout.com/share) β about the impact of artificial intelligence, machine learning and data science
### devops/mlops
- [DevOps and Docker Talk](https://podcast.bretfisher.com/) β interviews and audience Q&A from Bret Fisher's YouTube Live show and other chats with friends in the world of cloud native and container DevOps
- [Kubernetes Notes](https://kubernetes-notes.captivate.fm/) β based on Kubernetes Documentation
- [Kubernetes Podcast from Google](https://kubernetespodcast.com/) β weekly news and interview show with insight from the Kubernetes community
- [MLOps.community](https://anchor.fm/mlops) β weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations
- [MLOps Live](https://podcasts.bcast.fm/mlops-live) β podcast by Neptune.ai
- [Patoarchitekci](https://patoarchitekci.io/) (π΅π±) β about the modern architecture in IT
- [WiΔcej NiΕΌ Konteneryzacja](https://szkoladockera.pl/category/podcast/) (π΅π±) β everything about containers by Damian Naprawa
### general/science
- [60-Second Science](https://www.scientificamerican.com/podcast/60-second-science/) β 60-second podcasts to explain scientific topics
- [Dan Carlin's Hardcore History](https://www.dancarlin.com/) β one of the most popular podcasts on history
- [Duolingo podcast](https://podcast.duolingo.com/) β learn languages with Duolingo
- [People Guy w IT](https://www.youtube.com/@MarekDrob/) (π΅π±) β technology leadership topics
- [Podcast Notes](https://podcastnotes.org/) β best ideas and recommendations from the top podcasts
- [Podcast Pasja Informatyki](https://podcast.pasja-informatyki.pl/) (π΅π±) β philosophy + IT
- [Przemek GΓ³rczyk Podcast](https://www.youtube.com/@przemekgorczykpodcast/) (π΅π±) β interviews with various experts
- [Simplify](https://www.blinkist.com/simplify) β for anybody whoβs taken a close look at their habits, their happiness, their relationships, or their health
- [Ted Talks Daily](https://www.ted.com/talks) β use your podcast app to find more categorised TED talks
- [The 3b1b podcast](https://podcasts.google.com/feed/aHR0cHM6Ly9hbmNob3IuZm0vcy82MzZiNDgyMC9wb2RjYXN0L3Jzcw==) β interviews hosted by Grant Sanderson, the creator of 3blue1brown
- [The Anthropocene Reviewed](https://www.wnycstudios.org/podcasts/anthropocene-reviewed) β reviews of facets of the human-centred planet
- [The Joe Rogan Experience](https://www.joerogan.com/) β famous podcast of Comedian Joe Rogan
- [The Stephen Wolfram Podcast](https://soundcloud.com/stephenwolfram/) β from the creator of Mathematica, Wolfram|Alpha and the Wolfram Language
### health
- [Ben Greenfield Fitness](https://bengreenfieldfitness.com/) β fitness advice
- [Bulletproof Radio](https://blog.daveasprey.com/category/podcasts/) β biohacker podcast by Dave Asprey
- [Huberman Lab](https://hubermanlab.libsyn.com/) β analysis of Neuroscience: how our brain and its connections with the organs of our body controls our perceptions, our behaviors, and our health
- [TedTalks Health](https://www.ted.com/talks?topics%5B%5D=health)
### programming
- [Andrzej on Software](https://www.spreaker.com/show/andrzej-krzywdas-show) β software, including but not limited to Ruby, JS, OOP, DDD, CQRS, AI, business, sales, marketing
- [DevelopersHangout](http://www.developershangout.io/) β discussions of topics about coding and all that comes with it
- [Developer Tea](https://spec.fm/podcasts/developer-tea) β short podcast for developers
- [Devsession](https://devsession.pl/) (π΅π±) β from programmer for programmers
- [DevTalk](https://devtalk.pl/) (π΅π±) β podcast for programmers
- [Retrospektywa](https://www.retrospektywa.com/) (π΅π±) β talks about IT projects
- [The Real Python Podcast](https://realpython.com/podcasts/rpp/) β interviews, coding tips, and conversation with guests from the Python community
- [The Stack Overflow Podcast](https://stackoverflow.blog/podcast/) β weekly conversation about working in software development
**[β¬ Back to Contents](#contents)**
## β² Productivity
- [ActivityWatch](https://github.com/ActivityWatch/activitywatch) β open-source time tracker (alternative to RescueTime)
- [Box Breathing Exercise](https://breathe.vividwell.com/) β take a break, breathe and calm down
- [DeepL](https://www.deepl.com/translator) β AI based translator (imho, better than Google Translator)
- [Effective Engineer Notes](https://gist.github.com/rondy/af1dee1d28c02e9a225ae55da2674a6f) β quick read on how to be effective and get things done
- [Focusmate](https://www.focusmate.com/) β let others watch you while you work
- [Focus Sounds](https://github.com/pyxelr/recommendations-for-engineers#listen) β navigate to the ["Music" section](https://github.com/pyxelr/recommendations-for-engineers#listen) of this list
- [Inoreader](https://inoreader.com/) β web-based content and RSS feed reader
- [Intention](https://www.getintention.com/) β Chrome extension to stop visiting distractive websites
- [Leave Me Alone](https://leavemealone.app/) β see all of your subscription emails in one place and unsubscribe from them with a single click
- [lofi.cafe](https://lofi.cafe/) β online radio to focus and relax
- [Make](https://www.make.com/en) β automate various tasks (more advanced than [IFTT](https://ifttt.com/) and 2.5x cheaper than [Zapier](https://zapier.com/))
- Monochrome mode (grayscale mode) activation on your mobile device β attract yourself less to the colourless screen
- [Obsidian](https://obsidian.md/) β my favourite powerful knowledge base (note-taking tool) that works on top of a local folder of plain text Markdown files
- [OneNote Desktop](https://www.onenote.com/download) β note-taking tool from Microsoft (desktop version is much more feature-rich over the UWP app)
- [Office OneNote Gem Add-Ins](https://www.onenotegem.com/) β lots of plugins for different versions of OneNote
- [Onetastic](https://getonetastic.com/) β set of extensions for OneNote
- [Productivity Methods](https://blog.todoist.com/2015/11/30/ultimate-guide-personal-productivity-methods/) β large list by Todoist
- [Productivity Stack](https://hive.com/the-productivity-stack/) β list of productivity tools
- [Quirk](https://quirk.fyi/) β app to apply Cognitive Behavioral Therapy (CBT). The website also explains what is CBT
- [Raindrop.io](https://raindrop.io/) β bookmark manager (Pocket like app)
- [RemNote](https://www.remnote.io/homepage) β note-taking app that will convert your notes to flashcards with the use of specific syntax. Here you can check its [live demo](https://www.remnote.io/documentation/cJSBN4bczFCPMwBx7)
- [Roam](https://roamresearch.com/) β note-taking tool as powerful as a graph database, applying the Zettelkasten method (alternative to Obsidian)
- [Todoist](https://todoist.com/r/pyxelr_kjtwbq) β my daily to-do app (using this link you will get 2 months of premium for free!). If you don't know how to start, [check out my Todoist setup](https://pawelcislo.com/2018/11/09/aim-for-your-goals-the-right-way/#ftoc-heading-3) and inspire yourself!
- [Toggl](https://toggl.com/) β the most integrated time tracker
**[β¬ Back to Contents](#contents)**
## π¨βπ» Programming
### coding challenges
- [Binary Search](https://binarysearch.io/) β create a room, invite your friends, and race to finish the problems
- [CheckiO](https://checkio.org/) β learn Python or JavaScript through the online game
- [Codecademy](https://www.codecademy.com/) β one of the biggest online coding platforms
- [CodeCombat](https://codecombat.com/) β coding games to learn Python and JavaScript
- [CodeGym](https://codegym.cc/) β online Java programming course that is 80% based on practice
- [CodeSignal](https://codesignal.com/) β the most popular website of this kind
- [Codewars](https://www.codewars.com/) β improve your skills by training with others on real code challenges
- [CodinGame](https://www.codingame.com/training) β learn programming through online sets of puzzles
- [Edabit](https://edabit.com/) β simple, new website in the market
- [exercism](https://exercism.io/) β 100% free service, where you submit solutions through your terminal
- [HackerRank](https://www.hackerrank.com/) β my personal choice. I've started with included 30-days coding challenge and can totally recommend it
- [JetBrains Academy](https://www.jetbrains.com/academy/) β dive into Java, Python, and other programming languages in a project-based learning environment that is integrated with JetBrains IDEs
- [LeetCode](https://leetcode.com/) β more advanced website, where you will mostly find problems asked by the world's largest tech companies. I recommend watching [Kevin Naughton Jr.](https://www.youtube.com/channel/UCKvwPt6BifPP54yzH99ff1g) who goes through many problems from there
- [Project Lovelace](https://projectlovelace.net/) β bunch of free scientific programming problems. Each problem teaches some bit of science, like how to simulate a guitar, splice DNA, or predict the weather
- [StrataScratch](https://www.stratascratch.com/) β over 1000 data science exercises taken from real companies to practice SQL and Python
### devops/mlops
- [Docker Desktop](https://www.docker.com/products/docker-desktop/) β application for building and sharing containerized application
- [Postman](https://www.postman.com/) β popular API client that makes it easy for developers to create, share, test and document APIs
### IDE
- [Anaconda](https://www.anaconda.com/distribution/) β most popular Python/R Data Science platform, which lets you install and manage all of the following tools:
- [Jupyter Notebook](https://jupyter.org/) β good choice for the beginning and the reason of maintaining a well-documented code
- [Spyder](https://www.spyder-ide.org/) β Python IDE
- [RStudio](https://rstudio.com/) β R IDE
- [Google Colab](https://colab.research.google.com/) β alternative to Jupyter Notebook. Run your code entirely in the browser and improve the model learning time by leveraging Google's GPU/TPU
- [PyCharm](https://www.jetbrains.com/pycharm/) β more robust Python IDE
- [Sublime Text](https://www.sublimetext.com/) β the most optimised text editor with a package control
- [Visual Studio Code](https://code.visualstudio.com/) β highly extensible IDE from Microsoft (explained thoroughly in [My VS Code Playground](https://pawelcislo.com/2021/11/14/my-vs-code-playground/) blog post)
### online tools
#### algorithm visualizer
- [Algorithm Visualiser](https://algorithm-visualizer.org/) β interactive online platform to visualise algorithms from code
- [Pandas Data Tutor](https://pandastutor.com/) β write Python pandas code in your browser and see how it transforms your data step-by-step
- [Python Tutor](https://pythontutor.com/) β visualise Python algorithms, step by step
- [Tidy Data Tutor](https://tidydatatutor.com/) β write R and Tidyverse code in your browser and see how your data frame changes at each step
#### devops/mlops
- [contains.dev](https://contains.dev/) β explore Docker image files, layers and dependencies
- [curlconverter](https://github.com/curlconverter/curlconverter) β generate code from cURL commands
- [Hoppscotch](https://hoppscotch.io/) β open-source API dev ecosystem
#### online IDE
- [Coding Ground](https://www.tutorialspoint.com/codingground.htm) β set of online IDE and compilers
- [OnlineGDB](https://www.onlinegdb.com/) β online compiler and debugger
- [Repl.it](https://replit.com/) β collaborative, in-browser IDE to code in 50+ languages
- [vscode.dev](https://vscode.dev/) β VS Code for the web
#### SQL
- [MySQL Syntax Check](https://www.piliapp.com/mysql-syntax-check/) β online SQL Query Checker
- [SQLite Online](https://sqliteonline.com/) β SQL Online IDE
- [SQLite Playground](https://sqlime.org/) β run SQL query to see the results
#### web dev
- [Animatize](https://animatize.com/) β Drag a character with your mouse to create an animation
- [Can I use ...](https://caniuse.com/) β up-to-date browser support tables for support of front-end web technologies
- [CSS Stats](https://cssstats.com/) β analytics and visualizations for your stylesheets
- [Dead link checker](https://www.deadlinkchecker.com/) β broken link checker
- [ExtendsClass](https://extendsclass.com/) β toolbox for web designers and webmasters
- [favicon.cc](https://www.favicon.cc/) β favicon.ico generator
- [GTmetrix](https://gtmetrix.com/) β website performance checker
- [JSONing](https://jsoning.com/) β collection of free online JSON tools for web developers
- [Layoutit Grid](https://grid.layoutit.com/) β quickly draw down web pages layouts with our clean editor, and get HTML and CSS code
- [Nu HTML checker](https://validator.w3.org/nu/#textarea) β validate HTML
- [Tiny Helpers](https://tiny-helpers.dev/) β collection of free single-purpose online tools for web developers
- [Transform tools](https://transform.tools/) β polyglot web converter
#### extra
- [Airtable](https://airtable.com/) β partly spreadsheet, partly database. Can replace WordPress for non-technical users, who can also manage multiple domains using this tool
- [Bubble](https://bubble.is/) β visual programming (no coding required)
- [Coda](https://coda.io/) β build docs as powerful as an app (no coding recuired)
- [DevDocs](https://devdocs.io/) β API documentation browser
- [free-for.dev](https://free-for.dev/) β list of software (SaaS, PaaS, IaaS, etc.) and other offerings that have free tiers for developers
- [json.pizza](https://json.pizza/) β beautify your JSON code
- [pyrexp](https://pythonium.net/regex) β online regex tester and visualizer for Python
- [regex101](https://regex101.com/) β online regex tester and debugger
- [StackEdit](https://stackedit.io/) β visual Markdown editor
### websites to study from
- [30 seconds of code](https://www.30secondsofcode.org/) β collection of useful snippets in multiple languages, which you can understand in 30 seconds or less
- [A to Z Resources for Students](https://github.com/dipakkr/A-to-Z-Resources-for-Students) β find even more resources to learn software engineering
- [Build your own X](https://github.com/danistefanovic/build-your-own-x) β resources to start developing your first website, database; you name it
- [Code Club](https://codeclubprojects.org/en-GB/python/) β find ideas for your Python projects
- [Coding Interview University](https://github.com/jwasham/coding-interview-university) β complete computer science study plan to become a software engineer
- [Data Structure Visualisations](https://www.cs.usfca.edu/~galles/visualization/Algorithms.html) β interactive visualisation for most of data structures
- [DevTube](https://dev.tube/) β developer videos in one place. You can try replacing YouTube with DevTube
- [Every Programmer Should Know](https://github.com/mtdvio/every-programmer-should-know) β collection of (mostly) technical things every software developer should know
- [freeCodeCamp](https://www.freecodecamp.org/) β learn to code from open-source community for free
- [Games of Coding](https://github.com/michelpereira/awesome-gamesofcoding) β curated list of games that can teach you how to learn a programming language
- [Goalkicker](https://goalkicker.com/) β free programming books on various technologies
- [interviewing.io](https://interviewing.io/) β free anonymous interview practice. Before practising you can [watch technical mock interviews](https://interviewing.io/recordings) with engineers from big companies
- [JavaScript Algorithms and Data Structures](https://github.com/trekhleb/javascript-algorithms) β algorithms and data structures implemented in JavaScript with explanations and links to further readings. Don't prevent yourself from taking a look, even if you're not a JS developer
- [Katacoda](https://www.katacoda.com/) β learn new technologies using real environments right in your browser
- [Learn X by doing Y](https://aquadzn.github.io/learn-x-by-doing-y/) β list of projects to learn by doing
- [Learn X in Y Minutes](https://learnxinyminutes.com/) β take a whirlwind tour of your next favourite language. Community-driven!
- [My Pinterest Page about Software Development](https://pinterest.com/pyxelrr/software-development/) β here I store the most interesting infographics
- [O'Reilly learning](https://www.oreilly.com/online-learning/) β learn artificial intelligence, operations, data, UX design, finance, leadership, and more
- [Packt Hub Tutorials](https://hub.packtpub.com/category/tutorials/) β free web dev & programming tutorials
- [Python Awesome](https://pythonawesome.com/) β nice collection of often useful awesome Python frameworks, libraries and software
- [The Best Python Lighting Talks](https://pythonlinks.info/python) β videos to watch about Python
- [Real Python](https://realpython.com/) β Python tutorials, quizzes, courses and more
- [Refactoring](https://refactoring.guru/refactoring) β pleasant guide to clean your messy code
- [Tutorialspoint](https://www.tutorialspoint.com/) β programmer's ultimate Wikipedia
- [W3Schools](https://www.w3schools.com/) β well documented online tutorials
**[β¬ Back to Contents](#contents)**
## π« Travel
- [Ancient Earth Globe](https://dinosaurpictures.org/ancient-earth#120) β what did Earth look like X million years ago?
- [Champion Traveler](https://championtraveler.com/best-time-to-travel/) β find the best time to travel based on the weather
- [Cell Tower Distribution](https://alpercinar.com/open-cell-id/) β world's largest open database of cell towers
- [city roads](https://anvaka.github.io/city-roads/) β render every single road within a city
- [Country Comparison](https://www.hofstede-insights.com/country-comparison/) β across 6 different business factors, by Hofstede Insights
- [Dollar Street](https://www.gapminder.org/dollar-street) β photos as data to kill country stereotypes
- [Expatistan](https://www.expatistan.com/cost-of-living) β compare cost of living between cities
- [If It Were My Home](http://www.ifitweremyhome.com/compare/listing/PL) β compare countries
- [My Life Elsewhere](http://www.mylifeelsewhere.com/) β quality of life comparison
- [Nomad List](https://nomadlist.com/) β filter the best cities to live
- [Numbeo](https://www.numbeo.com/cost-of-living/comparison.jsp) β cost of living comparison
- [See a satellite tonight](https://james.darpinian.com/satellites/) β search for a satellite on your sky
- [ShadeMap](https://shademap.app/) β simulate sun shadows for any time and place on Earth
- [Shadow Calculator](http://shadowcalculator.eu) β sun shadow on Google Maps
- [Submarine Cables](https://globe.gl/example/submarine-cables/) β map of submarine cables
- [Surname Maps in Europe](https://www.surnamemap.eu/) β surname maps generator of main european countries
- [The Best Time to Travel Anywhere](https://championtraveler.com/best-time-to-travel/) β comparison of weather, number of tourists etc.
- [The True Size Of ...](https://thetruesize.com/) β select a country, drag it around the world map to compare its size
- [Weather Spark](https://weatherspark.com/) β climate reports with the weather by month, day, even hour
- [What to Eat in](https://what.toeat.in/) β list of things to eat in selected countries
- [Wikivoyage](https://en.wikivoyage.org/wiki/Main_Page) β worldwide travel guide
- [World's Air Pollution](https://waqi.info/) β real-time air quality index
**[β¬ Back to Contents](#contents)**
## π₯ Windows
- [7-Zip](https://www.7-zip.org/) β file archiver with a high compression ratio
- [Action!](https://mirillis.com/en/products/action.html) β screen recorder
- [AIMP](https://www.aimp.ru/?do=download&os=windows) β music player
- [AquaSnap](https://www.nurgo-software.com/products/aquasnap) β tiling window manager
- [Audacity](https://www.audacityteam.org/) β simple audio editor
- [AutoHotkey](https://www.autohotkey.com/) β ultimate automation scripting language for Windows ([here](https://github.com/pyxelr/my-autohotkey-scripts) is a collection of my scripts)
- [Calibre](https://calibre-ebook.com/) β e-book manager
- [Chocolatey](https://chocolatey.org/) β package manager
- [clink](https://github.com/chrisant996/clink) β Bash's powerful command line editing in cmd.exe
- [Deskreen](https://deskreen.com/) β turn any device into a secondary screen for your computer
- [DevToys](https://devtoys.app/) β Swiss Army knife for developers
- [Directory Opus](https://www.gpsoft.com.au/) β ultimate file manager (worth paying for)
- [Ditto](https://ditto-cp.sourceforge.io/) β clipboard manager
- [espanso](https://espanso.org/) β cross-platform text expander (you can find my settings [here](https://github.com/pyxelr/my-espanso-config))
- [Everything](https://www.voidtools.com/downloads/) β search local files instantly
- [EverythingToolbar](https://github.com/stnkl/EverythingToolbar) β Everything integration for the Windows taskbar
- [Ferdium](https://ferdium.org/) β all the social apps in one place
- [FileZilla](https://filezilla-project.org/) β free and open-source FTP client/server
- [f.lux](https://justgetflux.com/) β reduce the amount of blue light at night (you can also install the [UWP app](https://www.microsoft.com/en-us/p/flux/9n9kdphv91jt))
- [Frink](https://frinklang.org/) β practical calculating tool and programming language designed to make physical calculations simple
- [FxSound](https://www.fxsound.com/) β open-source software to boost sound quality
- [GitKraken](https://www.gitkraken.com/) β cross-platform GUI Git client
- [gsudo](https://github.com/gerardog/gsudo) β sudo for Windows
- [JDownloader](http://jdownloader.org/home/index?s=lng_en) β open-source download management tool
- [KeePassXC](https://keepassxc.org/) β cross-platform password manager. Otherwise, consider [1Password](https://1password.com/) as the most secure online manager
- [MobaXterm](https://mobaxterm.mobatek.net/) β enhanced terminal for Windows with X11 server, tabbed SSH client, network tools and much more
- [Mp3tag](https://www.mp3tag.de/en/) β mp3 tag editor
- [Ninite](https://ninite.com/) β install and update all your programs at once
- [NirSoft - freeware utilities](https://www.nirsoft.net/utils/index.html) β freeware tools and system utilities
- [Oh My Posh](https://ohmyposh.dev/) β prompt theme engine for any shell. Alternatively, use [Starship](https://github.com/starship/starship)
- [Patch My PC](https://patchmypc.com/home-updater) β tool for detecting and automatically updating software (shows less stuff than UpdateHub)
- [PDF-XChange Editor](https://www.tracker-software.com/product/pdf-xchange-editor) β most feature-rich PDF viewer/editor
- [PortableApps.com](https://portableapps.com/) β full-featured portable software system
- [Potplayer](https://potplayer.daum.net/) β video player
- [PowerToys](https://github.com/microsoft/PowerToys) β Windows system utilities to maximize productivity
- [PuTTY](https://www.chiark.greenend.org.uk/~sgtatham/putty/latest.html)β SSH and telnet client
- [qBittorrent](https://www.qbittorrent.org/) β open-source torrent manager
- [scoop](https://scoop.sh/) β command-line installer for Windows
- [ShareX](https://getsharex.com/) β most feature-rich screen capture tool
- [simplewall](https://github.com/henrypp/simplewall) β configure Windows Filtering Platform (WFP) which can configure network activity on your computer
- [Sysinternals Utilities Index](https://docs.microsoft.com/en-us/sysinternals/downloads/) β utilities to manage, diagnose, troubleshoot, and monitor a Microsoft Windows environment
- [TaskbarX](https://chrisandriessen.nl/taskbarx) β center Windows taskbar icons with a variety of animations and options
- [UpdateHub](https://github.com/NexovaDev/UpdateHub) β tool for detecting and automatically updating software (shows more stuff than Patch My PC)
- [Windows Terminal](https://github.com/microsoft/terminal) β modern terminal application (you can find my settings [here](https://github.com/pyxelr/my-terminal))
- [WinMerge](https://winmerge.org/) β open-source diff checker (required e.g. by Ditto)
- [WinSCP](https://winscp.net/eng/index.php) β popular SFTP client and FTP client for Microsoft Windows
- [WSLg](https://github.com/microsoft/wslg) β open GUI software through WSL
- [XnView MP](https://www.xnview.com/en/xnviewmp/) β powerful photo viewer, image management, image resizer
**[β¬ Back to Contents](#contents)**
## β Writing_Research
- [After the Deadline](https://www.polishmywriting.com/) β free spell checker
- [Diffchecker](https://www.diffchecker.com/) β compare differences in text, images, PDFs and more
- [Grammarly](https://www.grammarly.com/) β most popular English proofreader with AI optimisation
- [LanguageTool Plus](https://languagetoolplus.com/) β proofreading extension
- [Parts of speech](https://parts-of-speech.info/) β categorise words based on similar grammatical properties (noun, verb, adjective, etc.)
- [Power Thesaurus](https://www.powerthesaurus.org/) β synonym finder
- [Readable](https://www.webfx.com/tools/read-able/) β perform the ultimate readability test (base on Flesch Kincaid Reading Ease, SMOG Index and more...)
- [Word Frequency Counter](http://www.writewords.org.uk/word_count.asp) β paste in the text and find out if you're not overusing particular words
- [ZoteroBib](https://zbib.org/) β web bibliography manager. Also, check the [cross-platform version](https://www.zotero.org/)
### LaTeX
- [Awesome LaTeX](https://github.com/egeerardyn/awesome-LaTeX) β list of LaTeX resources
- [Mathpix Snip](https://mathpix.com/) β convert images to LaTeX by capturing your screen
- [Overleaf](https://www.overleaf.com/) β online LaTeX editor, recommended not only for the beginners
### research websites
- [arXiv](https://arxiv.org/) β open access to the scientific papers
- [Arxiv Sanity Preserver](http://www.arxiv-sanity.com/) β web interface that attempts to tame the overwhelming flood of papers on Arxiv
- [DOAJ](https://doaj.org/) β directory of open access journals
- [Google Scholar](https://scholar.google.com/) β web search engine that indexes the full text or metadata of scholarly literature
- [JSTOR](https://www.jstor.org/) β access to more than 12 million academic journal articles, books, and primary sources in 75 disciplines
- [ResearchGate](https://www.researchgate.net/) β European commercial social networking site for scientists and researchers to share papers, ask and answer questions, and find collaborators
- [ScienceDirect](https://www.sciencedirect.com/) β website which provides subscription-based access to a large database of scientific and medical research
- [Sci-Hub](https://sci-hub.now.sh/) β unlock access to all scientific papers using its URL, PMID/DOI
- [Springer](https://link.springer.com/) β access to millions of scientific documents from journals, books, series, protocols, reference works and proceedings
- [Wikipedia's List of academic databases and search engines](https://en.wikipedia.org/wiki/List_of_academic_databases_and_search_engines)
**[β¬ Back to Contents](#contents)**
## πΌ YouTube Channels
### cybersecurity
- [David Bombal](https://www.youtube.com/@davidbombal/) β Linux, Python, Ethical Hacking, Networking, CCNA, Virtualization and other IT related topics
- [Gynvael Coldwind](https://www.youtube.com/user/GynvaelEN) β podcasts about CTFs, computer security, programming and similar things. You can also check out [Gynvael's (π΅π±) channel](https://www.youtube.com/user/GynvaelColdwind)
- [HackerSploit](https://www.youtube.com/channel/UC0ZTPkdxlAKf-V33tqXwi3Q) β ethical hacking tutorials
- [John Hammond](https://www.youtube.com/user/RootOfTheNull) β tutorials and videos on lots of programming languages
- [LiveOverflow](https://www.youtube.com/channel/UClcE-kVhqyiHCcjYwcpfj9w) β preparing for CTFs
- [Mateusz Chrobok](https://www.youtube.com/c/MateuszChrobok) (π΅π±) β channel of a CyberSecurity Geek
- [Niebezpiecznik](https://www.youtube.com/channel/UCe6nK69Yc1zna7QSJEfA9pw) (π΅π±) β cybersecurity channel
### data science
- [AI Explained](https://www.youtube.com/@ai-explained-) β covering the biggest news of the century - the arrival of smarter-than-human AI
- [CodeEmporium](https://www.youtube.com/channel/UC5_6ZD6s8klmMu9TXEB_1IA) β data science topics explained through simple visualisations
- [Daniel Bourke](https://www.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ) β machine learning engineer who plays at the intersection of technology and health
- [David Robinson](https://www.youtube.com/channel/UCeiiqmVK07qhY-wvg3IZiZQ) β hours of data analysis in R
- [Deeplearning.ai](https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w) β more of Andrew Ng
- [DeepLearning.TV](https://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQ) β complex topics explained with great visualisations
- [deeplizard](https://www.youtube.com/channel/UC4UJ26WkceqONNF5S26OiVw) β AI/ML explained
- [Jay Alammar](https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ) β high-quality videos with simple ML visualisations
- [Luis Serrano](https://www.youtube.com/c/LuisSerrano) β complex topics, mainly in mathematics, machine learning, and artificial intelligence
- [sentdex](https://www.youtube.com/user/sentdex) β Python programming tutorials
- [Siraj Raval](https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A) β AI, ML, Python and more (unfortunately [involved in the scandal of plagiarism](https://www.youtube.com/watch?v=Mz3Mu9e0qRQ))
- [StatQuest with Josh Starmer](https://www.youtube.com/user/joshstarmer) β major statistical methodologies into easy to understand pieces (I highly recommend it!)
- [The AI University](https://www.youtube.com/channel/UCv6Uw36LRbYnX4HDxKPguKg) β educational channel on data science, data analysis, data engineering and cloud architecture
- [Thu Vu data analytics](https://www.youtube.com/c/Thuvu5) β information on entering a Data analytics / Data science career
- [Two Minute Papers](https://www.youtube.com/user/keeroyz) β quick reviews of scientific research papers
- [What's AI](https://www.youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg) β quick reviews of scientific research papers and AI terms explained
- [Yannic Kilcher](https://www.youtube.com/c/YannicKilcher) β videos about machine learning research papers, programming, and issues of the AI community and the broader impact of AI in society
### devops/mlops
- [ByteByteGo](https://www.youtube.com/@ByteByteGo) β topics and trends in large-scale system design
- [DevOps Toolkit](https://www.youtube.com/c/DevOpsToolkit) β channel of a passionate DevOps who keeps us up with the most recent DevOps tools
- [MLOps.community](https://www.youtube.com/c/MLOpscommunity/) β Machine Learning Operations best practices from engineers in the field
### entertainment
- [Alan Becker](https://www.youtube.com/channel/UCbKWv2x9t6u8yZoB3KcPtnw) β fights of stick figures
- [Daily Dose Of Internet](https://www.youtube.com/channel/UCdC0An4ZPNr_YiFiYoVbwaw) β the best and top trending videos from all over the Internet in short videos
- [Dylan Tallchief](https://www.youtube.com/channel/UCIu2Fj4x_VMn2dgSB1bFyQA) β fun look over the music production
- [GeoWizard](https://www.youtube.com/c/GeoWizard) β adventure and geography videos + stories
- [I did a thing](https://www.youtube.com/channel/UCJLZe_NoiG0hT7QCX_9vmqw) β the author likes to do things
- [Level UP](https://www.youtube.com/channel/UCNK813T2BNBwcfDPDTPeMPA) β mario animations
- [PewDiePie](https://www.youtube.com/user/PewDiePie) β meme/game reviews and not only
- [videogamedunkey](https://www.youtube.com/channel/UCsvn_Po0SmunchJYOWpOxMg) β game reviews
### math
- [3blue1brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw) β driven by animations for difficult problems to be made simple with changes in perspective
- [blackpenredpen](https://www.youtube.com/user/blackpenredpen) β for everyone who loves math
- [Brian McLogan](https://www.youtube.com/user/MrBrianMcLogan) β teaching math from the perspective of the struggling student
- [Brilliant](https://www.youtube.com/channel/UCpR62MSOeBQVXub13xwZ8aA) β excel in math and science
- [Domain of Science](https://www.youtube.com/user/dominicwalliman) β overview of science with the help of single maps
- [Eddie Woo](https://www.youtube.com/channel/UCq0EGvLTyy-LLT1oUSO_0FQ) β one of the most enthusiastic math teachers on the web
- [Flammable Maths](https://www.youtube.com/c/papaflammy) β memes and math!
- [Krista King](https://www.youtube.com/user/TheIntegralCALC) β master in math
- [Looking Glass Universe](https://www.youtube.com/channel/UCFk__1iexL3T5gvGcMpeHNA) β about the strange world of maths and physics
- [Mathemaniac](https://www.youtube.com/c/Mathemaniac) β showing a more fun side of Mathematics, as well as the elegance of Math
- [Mathologer](https://www.youtube.com/c/Mathologer) β really accessible explanations of hard and beautiful math(s)
- [Michael Penn](https://www.youtube.com/c/MichaelPennMath) β math videos covering Calculus, Differential Equations, Number Theory and more
- [MindYourDecisions](https://www.youtube.com/user/MindYourDecisions) β brain teasers
- [Numberphile](https://www.youtube.com/user/numberphile) β videos about numbers
- [Prof Ghrist Math](https://www.youtube.com/channel/UC5N5pRddyicAX1QJyJjIIdg) β animated introduction to calculus
- [standupmaths](https://www.youtube.com/user/standupmaths) β mathematics and stand-up (sometimes simultaneously)
- [statisticsfun](https://www.youtube.com/channel/UClD8c_piy1nrJySPJUgyivg) β visual explanations of algebra, trig, calculus, statistics, and economics
- [The Organic Chemistry Tutor](https://www.youtube.com/channel/UCEWpbFLzoYGPfuWUMFPSaoA) β tutorial videos on organic chemistry, general chemistry, physics, algebra, trigonometry, precalculus, and calculus
- [Think Twice](https://www.youtube.com/ThinktwiceLTU) β animated math videos
- [Welch Labs](https://www.youtube.com/user/Taylorns34) β math, science, and machine learning resources
### productivity/business
- [Akademia Bogactwa](https://www.youtube.com/channel/UC6SinQiw2eDU6k9tEXpZv9g) (π΅π±) β daily vlog of Polish entrepreneur focused on real estate
- [Ali Abdaal](https://www.youtube.com/user/Sepharoth64) β one of the best channels to learn organisation and study techniques from a med student
- [Andrzej Krzywda](https://www.youtube.com/channel/UCmrGGj6Y_XQuockwwI3yemA) (π΅π±) β daily vlog of Polish programmer/entrepreneur
- [Benjamin Keep, PhD, JD](https://www.youtube.com/@benjaminkeep) β insights into learning, science, and society. For teachers, students and the science-curious
- [BrainCraft](https://www.youtube.com/user/braincraftvideo) β self-improvement tips and advice based in psychology and neuroscience
- [Charisma on Command](https://www.youtube.com/user/charismaoncommand) β master your charisma
- [Devstyle](https://www.youtube.com/channel/UCACp5rqV3Ki0SNdXWDBLhRA) (π΅π±) β daily vlog of Polish entrepreneur (past programmer)
- [FightMediocrity](https://www.youtube.com/channel/UCXLesGEfmyhxqOjoAqhRwhA) β summaries of the most inspiring books
- [HealthyGamerGG](https://www.youtube.com/c/HealthyGamerGG/) β mental health platform designed to help the internet generation succeed
- [Justin Sung](https://www.youtube.com/@JustinSung) β studying and learning, time management
- [MiroBurn](https://www.youtube.com/channel/UCwmFNbGnBeEy9nTt42F4WHw)Β (π΅π±) β daily vlog of Polish entrepreneur focused on online courses, biohacking, motivating others and establishing new companies
- [Wojna Idei](https://www.youtube.com/channel/UC7RswyY8VfbSdikz_8wdp3w)Β (π΅π±) β psychology, philosophy, sociology and culture
### programming
- [anthonywritescode](https://www.youtube.com/@anthonywritescode) β various videos about programming and related topics (most videos deal with Python)
- [ArjanCodes](https://www.youtube.com/c/arjancodes) β Python videos abouVarious videos about programming and related topicst programming and software design to help you take your coding skills to the next level
- [Branch Education](https://www.youtube.com/c/BranchEducation) β engineering and science concepts illuminated with videos of accurate models and visualized physics
- [Computerphile](https://www.youtube.com/channel/UC9-y-6csu5WGm29I7JiwpnA) β general computer science channel
- [Corey Schafer](https://www.youtube.com/channel/UCCezIgC97PvUuR4_gbFUs5g) β Python in data science and not only
- [Daniel Rakowiecki](https://www.youtube.com/c/DanielRakowiecki/) (π΅π±) β electronics repair (laptops, consoles and more)
- [Derek Banas](https://www.youtube.com/user/derekbanas) β is there a topic on which Derek didn't record a tutorial?
- [Errichto](https://www.youtube.com/channel/UCBr_Fu6q9iHYQCh13jmpbrg) β solving advanced algorithms step by step
- [Fireship](https://www.youtube.com/c/Fireship) β intermediate to advanced lessons about JavaScript, Flutter, Firebase, and modern app development. The channel hosts lots of videos explaining complex topics in 100 seconds
- [FORBOT](https://www.youtube.com/c/forbot/) (π΅π±) β electronics and programming courses
- [freeCodeCamp](https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ) β videos from open-source community
- [Gaurav Sen](https://www.youtube.com/c/GauravSensei/) β one of the most talented YouTube teachers of Competitive programming, System design and Artificial intelligence
- [Kevin Naughton Jr.](https://www.youtube.com/channel/UCKvwPt6BifPP54yzH99ff1g) β LeetCode challenges solver
- [Pasja Informatyki](https://www.youtube.com/user/MiroslawZelent) (π΅π±) βΒ general IT/psychology channel
- [ProgrammingKnowledge](https://www.youtube.com/user/ProgrammingKnowledge) β one of the most varied programming channel
- [Programming with Mosh](https://www.youtube.com/channel/UCWv7vMbMWH4-V0ZXdmDpPBA) β lots of videos on Python, JavaScript, C#
- [Python Engineer](https://www.youtube.com/c/PythonEngineer) β Python and Machine Learning tutorials
- [RS Elektronika](https://www.youtube.com/c/RSElektronika) (π΅π±) β for anyone interested in electronics
- [Simplilearn](https://www.youtube.com/c/SimplilearnOfficial/) β online bootcamp focused on helping people acquire the skills they need to thrive in the digital economy
- [The Coding Train](https://www.youtube.com/channel/UCvjgXvBlbQiydffZU7m1_aw) β one of the most-enthusiastic coders on the web
- [ThePrimeagen](https://www.youtube.com/@ThePrimeagen) β Vim, Rust, TypeScript with a lot of humor (also check the 2nd channel: [ThePrimeTime](https://www.youtube.com/@ThePrimeTimeagen))
- [UW-TEAM.org](https://www.youtube.com/c/uwteamorg) (π΅π±) β programming, Linux, security, and more
- [WilliamFiset](https://www.youtube.com/user/purpongie) β educational computer science and mathematics videos
### science
- [AK LECTURES](https://www.youtube.com/user/mathdude2012) β biology, biochemistry and physics. I recommend going through the playlists
- [AsapSCIENCE](https://www.youtube.com/channel/UCC552Sd-3nyi_tk2BudLUzA) β quick scientific explanations
- [Astrofaza](https://www.youtube.com/user/Astrofaza) (π΅π±) β everything about space
- [BrainStuff - HowStuffWorks](https://www.youtube.com/user/BrainStuffShow) β everyday science in the world around us
- [CGP Grey](https://www.youtube.com/user/CGPGrey) β short explanatory videos on varying subjects, including politics, geography, economics, history, and culture
- [DIY Perks](https://www.youtube.com/c/DIYPerks) β plenty of interesting DIY projects on a variety of topics, including computers, woodworking, electronics, audio, and more!
- [exurb1a](https://www.youtube.com/user/willunicycleforfood) β attempt to explain the way universe works
- [Geography Now](https://www.youtube.com/user/GeographyNow) β first and only Youtube Channel that actively attempts to cover profiles on every single country of the world
- [iBiology](https://www.youtube.com/user/ibioseminars) β biology talks by the world's leading scientists that show the process of science and the wonders of discovery. Make sure to check out their other channels
- [iBiology Techniques](https://www.youtube.com/user/iBioEducation) β iBiology technique driven videos such as a microscopy course
- [It's Okay To Be Smart](https://www.youtube.com/user/itsokaytobesmart) β Joe Hanson, Ph.D. is a curious group of atoms in a curious universe, and he's here to tell you how it all works
- [Kurzgesagt](https://www.youtube.com/user/Kurzgesagt) β videos explaining things with optimistic nihilism (quality > quantity)
- [Langfocus](https://www.youtube.com/channel/UCNhX3WQEkraW3VHPyup8jkQ) β channel of a language enthusiast, globetrotter
- [Lex Clips](https://www.youtube.com/channel/UCJIfeSCssxSC_Dhc5s7woww) β clips from the Artificial Intelligent podcast and other conversations with Lex Fridman
- [Life Noggin](https://www.youtube.com/user/lifenoggin) β quickly animated explanations
- [Mark Rober](https://www.youtube.com/user/onemeeeliondollars) β channel of a former NASA engineer and a friend of science
- [MinuteEarth](https://www.youtube.com/user/minuteearth) β science and stories about our awesome planet
- [minutephysics](https://www.youtube.com/user/minutephysics) β cool physics and other sweet science
- [Nauka. To LubiΔ](https://www.youtube.com/user/naukatolubie) (π΅π±) β for everyone who likes science
- [National Geographic](https://www.youtube.com/user/NationalGeographic) β world's premium destination for science, exploration, and adventure
- [PBS Space Time](https://www.youtube.com/channel/UC7_gcs09iThXybpVgjHZ_7g) β explore the outer reaches of space, the craziness of astrophysics, the possibilities of sci-fi and more
- [Physics Girl](https://www.youtube.com/user/physicswoman) β adventures into the physical sciences with experiments, demonstrations, and cool new discoveries
- [Primer](https://www.youtube.com/channel/UCKzJFdi57J53Vr_BkTfN3uQ) β animated academic subjects
- [Reigarw Comparisons](https://www.youtube.com/user/reigarw) β comparisons of sizes, speed, price, or anything interesting
- [SciFun](https://www.youtube.com/user/SciTeraz) (π΅π±) β world of science
- [Simone Giertz](https://www.youtube.com/channel/UC3KEoMzNz8eYnwBC34RaKCQ) β channel of a maker/robotics enthusiast/non-engineer
- [Smarter Every Day](https://www.youtube.com/user/destinws2) β exploring the world using science (also check out [the 2nd channel](https://www.youtube.com/user/FunnerEveryDay))
- [Smartgasm](https://www.youtube.com/channel/UCwylAt0VrqZPPNCjQV2t8Qg) (π΅π±) β lots of astronomy and physics
- [Stuff Made Here](https://www.youtube.com/channel/UCj1VqrHhDte54oLgPG4xpuQ) β building fabrication projects, writing software, making electronics, and more
- [The Thought Emporium](https://www.youtube.com/user/TheChemlife) β from biohacking and biology, to nuclear physics and nanotech
- [TierZoo](https://www.youtube.com/channel/UCHsRtomD4twRf5WVHHk-cMw) β what if to talk about animals in terms of stats
- [Today I Found Out](https://www.youtube.com/user/TodayIFoundOut) β brand new videos 7 days a week to learn something new
- [Tom Scott](https://www.youtube.com/user/enyay) β channel of a British Internet personality
- [Uwaga! Naukowy BeΕkot](https://www.youtube.com/channel/UC_7PqixGIdE-jjoHKMPYpGA) (π΅π±) β well-researched topics from the overall science
- [Veritasium](https://www.youtube.com/user/1veritasium) β videos about science, education, and anything else found interesting
- [Vsauce](https://www.youtube.com/user/Vsauce) β mostly scientific, psychological, mathematical, and philosophical topics
- [What If](https://www.youtube.com/channel/UCphTF9wHwhCt-BzIq-s4V-g) β what if ___ ?
- [What I've Learned](https://www.youtube.com/channel/UCqYPhGiB9tkShZorfgcL2lA) β mostly health-based videos from a single person
### tech
- [Dave Lee](https://www.youtube.com/channel/UCVYamHliCI9rw1tHR1xbkfw) β critical reviews of the newest tech on the market
- [Linus](https://www.youtube.com/user/LinusTechTips) β entertaining tech explanations
- [Techquickie](https://www.youtube.com/user/Techquickie) β humorous answers to tech questions
- [ThioJoe](https://www.youtube.com/c/ThioJoe) β technology videos, including tech news, reviews, and discussions (mainly focused on Windows)
**[β¬ Back to Contents](#contents)**
## π€·β Other
- [Ancient Earth globe](https://dinosaurpictures.org/ancient-earth) β check how Earth looked like x years ago
- [Awesome](https://github.com/sindresorhus/awesome) β GitHub repository with lists on all kinds of interesting topics
- [awesome-awesome-awesome](https://github.com/jonatasbaldin/awesome-awesome-awesome) β awesome list of repositories of awesome lists
- [Awesome Search](https://awesomelists.top/) β search all awesome lists in one second
- [List.community](https://list.community/) β better graphical form of Awesome
- [Buoy](https://www.buoyhealth.com/symptom-checker/) β check your symptoms with an online AI assistant
- [Can I email](https://www.caniemail.com/) β check which HTML and CSS elements are supported by your mail client
- [Code Wizard ~ Ash Kyd](https://ash.ms/) β website of a developer in a Windows ME style. It's worth checking out the arrangement of blog posts/vlogs
- [discount-for-student-dev](https://github.com/AchoArnold/discount-for-student-dev) β list of student discounts for learning & development
- [DistroTest](https://distrotest.net/) β try running any Linux distro in the cloud VM
- [Follow Friday](https://followfriday.io/) β interesting people to follow, categorised by topics like AI, design or programming
- [list of accounts I'm following](https://twitter.com/pawel_cislo/following) β all the people that influence my writing on [pawelcislo.com](https://pawelcislo.com/)
- [Future Timeline](https://www.futuretimeline.net/)Β β timeline of future predictions
- [How much free time do you have?](https://erikrood.com/Posts/free_time_calc.html)Β β specify values and get the result
- [Internet Archive](https://archive.org/web/) β wayback machine with a digital library of Internet sites
- [My Pinterest account](https://pinterest.com/pyxelrr/) β aggregation of the most practical infographics that I stepped on
- [Nerd Fonts](https://www.nerdfonts.com/) β iconic font aggregator, collection, and patches
- [NUKEMAP](https://nuclearsecrecy.com/nukemap/) β mapping mash-up that calculates the effects of the detonation of a nuclear bomb
- [Programming Fonts](https://app.programmingfonts.org/) β quickly check lots of programming fonts in your browser
- [Related subreddits](https://anvaka.github.io/sayit/?query=datascience&utm_source=hackernewsletter&utm_medium=email&utm_term=show_hn) β find related subreddits in the form of a graph
- [scrcpy](https://github.com/Genymobile/scrcpy) β display and control Android devices connected on USB
- [Simone's Computer](https://simone.computer/#/webdesktops) β list of websites that resemble desktop GUIs
- [Six Degrees of Wikipedia](https://www.sixdegreesofwikipedia.com/) β find the shortest path from one Wikipedia article to another
- [Stellarium Web Online Star Map](https://stellarium-web.org/) β online planetarium
- [The Scale of the Universe 2](https://htwins.net/scale2/) β ride down to the smallest thing theorised by scientists and then out to the vastness of the universe
- [TLDRLegal](https://tldrlegal.com/) β software licences explained in plain English
- [Webamp](https://webamp.org/) β Winamp 2 in your browser
- [WebGL Fluid Simulation](https://paveldogreat.github.io/WebGL-Fluid-Simulation/) β have some fun :)
- [windows95](https://github.com/felixrieseberg/windows95) β Windows 95 running in the Electron app
- [Zero Width Shortener](https://zws.im/) β URL shortener that shortens URLs using spaces that have zero width, making them invisible to humans
**[β¬ Back to Contents](#contents)**