{"id":54972,"url":"https://github.com/pyxelr/recommendations-for-engineers","name":"recommendations-for-engineers","description":"📚 All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.","projects_count":1253,"last_synced_at":"2026-08-17T01:00:37.228Z","repository":{"id":50455019,"uuid":"223811987","full_name":"pyxelr/recommendations-for-engineers","owner":"pyxelr","description":"📚 All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.","archived":false,"fork":false,"pushed_at":"2026-07-15T14:20:07.000Z","size":490,"stargazers_count":165,"open_issues_count":1,"forks_count":30,"subscribers_count":4,"default_branch":"master","last_synced_at":"2026-07-28T15:03:38.255Z","etag":null,"topics":["awesome","awesome-list","cybersecurity","data-science","lists","machine-learning","macos","mlops","pyxelr-setup","resources","windows"],"latest_commit_sha":null,"homepage":"https://pawelcislo.com/recommendations/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pyxelr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2019-11-24T21:22:48.000Z","updated_at":"2026-07-22T17:39:20.000Z","dependencies_parsed_at":"2024-02-25T11:28:59.600Z","dependency_job_id":"9ed4350b-eba8-4c23-b59b-6f4edf842030","html_url":"https://github.com/pyxelr/recommendations-for-engineers","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pyxelr/recommendations-for-engineers","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyxelr%2Frecommendations-for-engineers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyxelr%2Frecommendations-for-engineers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyxelr%2Frecommendations-for-engineers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyxelr%2Frecommendations-for-engineers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pyxelr","download_url":"https://codeload.github.com/pyxelr/recommendations-for-engineers/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyxelr%2Frecommendations-for-engineers/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":36727313,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-06T04:43:03.162Z","status":"online","status_checked_at":"2026-08-16T02:00:06.462Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"created_at":"2024-01-21T03:46:55.447Z","updated_at":"2026-08-17T01:00:37.229Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["📧 Newsletters","🤷‍ Other","✍ Writing_Research","🐧 Linux","📱 Mobile Apps","👨‍💻 Programming","🍎 macOS","🖥 Windows","🎨 Design","👾 Cybersecurity","🎧 Podcasts","🧠 Learning","🎶 Music","📊 Data Science","➗ Math","💾 Browser Extensions","🌐 Blogs","⏲ Productivity","💼 Business","📚 Books","📰 IT News","📆 Events","🛫 Travel","📼 YouTube Channels","🤖 LLM","💻 Programming"],"sub_categories":["tools","tech","LaTeX","simulations","IDE","devops/mlops","shell","websites to study from","create","online tools","data science","programming","colour palettes","online courses","coding challenges","listen","learning material","science","datasets","icons","research websites","learn","edit","remote collaboration","cybersecurity","languages","flashcards","questions","visualisations","general","news","jobs","biographies","personal development","health","cheatsheets","business","DAW","math","data tools","subreddits","sample packs","general/science","entertainment","productivity/business"],"readme":"# Recommendations for Engineers\n\nAll 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`.\n\nThe 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 (🇵🇱). 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.\n\nInspired by the [awesome](https://github.com/sindresorhus/awesome) list thing.\n\n\u003e [!NOTE]\n\u003e [Subscribe to my newsletter](https://pawelcislo.substack.com/) to keep up to date with my content!\n\n* * * * *\n\n## Contents\n\n- 🌐 [Blogs](#-blogs)\n- 📚 [Books](#-books)\n- 💾 [Browser Extensions](#-browser-extensions)\n- 💼 [Business](#-business)\n- 👾 [Cybersecurity](#-cybersecurity)\n- 📊 [Data Science](#-data-science)\n- 🎨 [Design](#-design)\n- 📆 [Events](#-events)\n- 📰 [IT News](#-it-news)\n- 🧠 [Learning](#-learning)\n- 🐧 [Linux](#-linux)\n- 🤖 [LLM](#-llm)\n- 🍎 [macOS](#-macos)\n- ➗ [Math](#-math)\n- 📱 [Mobile Apps](#-mobile-apps)\n- 🎶 [Music](#-music)\n- 📧 [Newsletters](#-newsletters)\n- 🎧 [Podcasts](#-podcasts)\n- ⏲ [Productivity](#-productivity)\n- 💻 [Programming](#-programming)\n- 🛫 [Travel](#-travel)\n- 🖥 [Windows](#-windows)\n- ✍ [Writing/Research](#-writing_research)\n- 📼 [YouTube Channels](#-youtube-channels)\n- 🤷 [Other](#-other)\n\n* * * * *\n\n## 🌐 Blogs\n\n\u003e [!TIP]\n\u003e It's best to collect all your favourite sites into an RSS feed reader like [Inoreader](https://inoreader.com/).\n\u003e You can also discover more tech blogs with [Blogging for Devs](https://bloggingfordevs.com/trends/).\n\n### business\n\n- [Gary Vaynerchuk](https://www.garyvaynerchuk.com/blog/) ← business/motivation oriented blog\n- [Grant Cardone](https://grantcardone.com/blog/) ← business/motivation oriented blog\n- [I Will Teach You To Be Rich](https://www.iwillteachyoutoberich.com/blog/)\n- [Kopywriting Kourse](https://copywritingcourse.com/blog/) ← improve your writing\n- [Marcin Iwuć](https://marciniwuc.com/) (🇵🇱) ← personal finances\n- [Neil Patel](https://writingexcuses.com/) ← digital marketing blog\n- [Social Media Examiner](https://www.socialmediaexaminer.com/) ← guide to social media\n\n### cybersecurity\n\n- [Gynvael Coldwind](https://gynvael.coldwind.pl/) ← blog of a programmer enthusiast with a passion for computer security and low-level aspects of computer science\n- [KitPloit](https://www.kitploit.com/) ← pentest \u0026 hacking tools\n- [Latest Hacking News](https://latesthackingnews.com/) ← latest cybersecurity news\n- [LiveOverflow](https://liveoverflow.com/) ← blog of a security professional who shares free IT security videos on YouTube\n- [mr.d0x](https://mrd0x.com/) ← red team \u0026 security research notes\n- [Niebezpiecznik](https://niebezpiecznik.pl/) (🇵🇱) ← most popular Polish blog on cybersecurity\n- [Paged Out!](https://pagedout.institute/) ← free magazine on programming with a focus on hacking\n- [Security Through Education](https://www.social-engineer.org/blog/) ← blog on social engineering\n- [Sekurak](https://sekurak.pl/) (🇵🇱) ← for more technical profiles\n- [The Hacker News](https://thehackernews.com/) ← latest cybersecurity news\n- [Zaufana Trzecia Strona](https://zaufanatrzeciastrona.pl/) (🇵🇱)\n\n### data science\n\n- [Analytics Vidhya](https://www.analyticsvidhya.com/blog/) ← analytics and big data\n- [Andrej Karpathy](https://karpathy.github.io/) ← blog of AI director at Tesla\n- [Becoming Human](https://becominghuman.ai/) ← exploring AI \u0026 what it means to be human\n- [Biznes Myśli](https://biznesmysli.pl/) (🇵🇱) ← AI in business\n- [Brilliantly wrong](https://arogozhnikov.github.io/) ← math, machine learning, programming, physics and biology\n- [Business Science](https://www.business-science.io/blog/index.html) ← general blog on DS with many courses\n- [Catbug88's Blog](https://pabloinsente.github.io/) ← cognitive science, social science, data science, machine learning\n- [colah's blog](https://colah.github.io/) ← great explanations of more advanced topics\n- [Datafloq](https://datafloq.com/read/) ← big data news\n- [DataGenetics](http://datagenetics.com/blog.html) ← data decoded, value unlocked\n- [David Does Data](https://josephsdavid.github.io/) ← high-quality posts from an aspiring data scientist\n- [Dawid Kopczyk](http://dkopczyk.quantee.co.uk/) ← using ML and quantum physics\n- [deepsense.ai](https://deepsense.ai/blog/) ← blog from a team of business-oriented problem solvers\n- [Distill](https://distill.pub/) ← interactive, visual journal for machine learning research\n- [Econometrics and Free Software](https://www.brodrigues.co/) ← blog focused on R from the economist holding a PhD\n- [FlowingData](https://flowingdata.com/) ← blog on data visualisation\n- [Go Practice](https://gopractice.io/) ← essays on how data helps build and grow products\n- [Information is Beautiful](https://informationisbeautiful.net/) ← see it with your own eyes\n- [Jak badać dane](https://www.jakbadacdane.pl/) (🇵🇱) ← data, ML, AI\n- [Jay Alammar](https://jalammar.github.io/) ← blog with lots of simple ML visualisations\n- [luminousmen](https://luminousmen.com/) ← short posts on ML/Python\n- [Łukasz Prokulski](http://prokulski.net/) (🇵🇱) ← lots of data use cases with step-by-step analysis in R\n- [Machine Learning Mastery](https://machinelearningmastery.com/blog/) ← popular blog on ML with lots of content to learn from\n- [Mateusz Grzyb](https://mateuszgrzyb.pl/) (🇵🇱) ← data analysis in Python\n- [Peter Laurinec](https://petolau.github.io/) ← time series data mining in R from a PhD researcher\n- [Piotr Migdał](https://p.migdal.pl/blog) ← write-ups from an independent data science consultant, with PhD in quantum physics\n- [PyImageSearch](https://www.pyimagesearch.com/) ← be awesome at OpenCV, Python, deep learning, and computer vision\n- [Python⇒Speed](https://pythonspeed.com/) ← learn tools and techniques to help you ship better Python software, faster\n- [Rubik's Code](https://rubikscode.net/) ← AI without tears\n- [Simply Statistics](https://simplystatistics.org/) ← blog on data visualisation\n- [Thomas Neitmann](https://thomasadventure.blog/) ← blog of an R enthusiast\n- [Towards Data Science](https://towardsdatascience.com/) ← Medium for data science\n- [Victor Zhou](https://victorzhou.com/) ← blog about web development, machine learning, and more\n\n### devops/mlops\n\n- [Ivan Velichko](https://iximiuz.com/en/) ← learning containers, Kubernetes, and backend development\n- [MLOps Community Blog](https://mlops.community/blog/)\n- [The MLOps Blog](https://neptune.ai/blog/category/mlops) ← MLOps blog by Neptune.ai\n\n### general\n\n- [Andy Matuschak](https://andymatuschak.org/) ← read and learn about learning, quantum computing, math, software development, and more\n- [Bartosz Ciechanowski](https://ciechanow.ski/) ← high-quality blog posts with interactive elements on topics like GPS or mechanical watch\n- [Gwern](https://www.gwern.net/) ← the content varies mostly between psychology, statistics, and technology\n- [Medium](https://medium.com/) ← popular blogging platform\n- [Our World in Data](https://ourworldindata.org/) ← research and data to make progress against the world’s largest problems\n- [Reddit](https://www.reddit.com/) ← front page of the Internet (tip: browse by subreddits, not the main site)\n- [vas3k](https://vas3k.com/) ← one of the most \"quality over quantity\" tech blogs you can find on the Internet\n- [Wait But Why](https://waitbutwhy.com/) ← great reading time guaranteed\n\n### math\n\n- [Blobs in Games](https://simblob.blogspot.com/) ← interactive explanations of math and computer science topics\n- [Math = Love](https://mathequalslove.blogspot.com/)\n- [Math for Love](https://mathforlove.com/blog/)\n- [Math with Bad Drawings](https://mathwithbaddrawings.com/)\n- [Recommended Math Books](https://mathvault.ca/books/) ← set of books recommended by different levels/topics\n\n### programming\n\n- [beepb00p](https://beepb00p.xyz/) ← inspirational blogger building various things\n- [Code Without Rules](https://codewithoutrules.com/) ← helping you become a productive programmer and get work/life balance\n- [Coding Horror](https://blog.codinghorror.com/) ← programming and human factors\n- [DEV Community](https://dev.to/) ← popular blogging platform for developers\n- [Devstyle](https://devstyle.pl/) (🇵🇱) ← blog for every programmer\n- [Discover dev](https://www.discoverdev.io/) ← daily digest of the best engineering blogs from across the web\n- [Hacker Noon](https://hackernoon.com/) ← great stories by real tech professionals\n- [Product Hunt](https://www.producthunt.com/) ← discover the best new products in tech\n- [Stack Overflow Blog](https://stackoverflow.blog/) ← essays, opinions, and advice on the act of computer programming\n- [Tania Rascia](https://www.taniarascia.com/) ← visually pleasing blog about modern JavaScript, Node.js, design and web development\n- [Tushar's Blog](https://sadh.life/) ← exceptional Python focused blog\n\n**[⬆ Back to Contents](#contents)**\n\n## 📚 Books\n\n\u003e [!NOTE]\n\u003e For more, visit [my bookshelf on Goodreads](https://www.goodreads.com/review/list/57442889).\n\n### biographies\n\n- [Can't Hurt Me: Master Your Mind and Defy the Odds](https://www.goodreads.com/book/show/43160250-can-t-hurt-me)\n- [Einstein: His Life and Universe](https://www.goodreads.com/book/show/8030965-einstein)\n- [Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future](https://www.goodreads.com/book/show/25569936-elon-musk)\n- [Leonardo da Vinci](https://www.goodreads.com/book/show/34752954-leonardo-da-vinci)\n- [Permanent Record](https://www.goodreads.com/book/show/46223297-permanent-record)\n- [Steve Jobs](https://www.goodreads.com/book/show/12988058-steve-jobs)\n- [Surely You're Joking, Mr. Feynman!: Adventures of a Curious Character](https://www.goodreads.com/book/show/5544.Surely_You_re_Joking_Mr_Feynman_)\n- [The Everything Store: Jeff Bezos and the Age of Amazon](https://www.goodreads.com/book/show/18887015-the-everything-store)\n- [Total Recall: My Unbelievably True Life Story](https://www.goodreads.com/book/show/14546626-total-recall)\n\n### business\n\n- [Actionable Gamification: Beyond Points, Badges, and Leaderboards](https://www.goodreads.com/book/show/25416321-actionable-gamification)\n- [Anything You Want](https://www.goodreads.com/book/show/11878168-anything-you-want)\n- [Async Remote](https://www.goodreads.com/book/show/32883490-async-remote)\n- [DotCom Secrets: The Underground Playbook for Growing Your Company Online](https://www.goodreads.com/book/show/25054961-dotcom-secrets)\n- [Finansowy Ninja](https://www.goodreads.com/book/show/29151508-finansowy-ninja) (🇵🇱)\n- [How to Get Rich](https://www.goodreads.com/book/show/1837402.How_to_Get_Rich)\n- [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)\n- [Never Split the Difference: Negotiating As If Your Life Depended On It](https://www.goodreads.com/book/show/26156469-never-split-the-difference)\n- [Prediction Machines: The Simple Economics of Artificial Intelligence](https://www.goodreads.com/book/show/36484703-prediction-machines)\n- [Range: Why Generalists Triumph in a Specialized World](https://www.goodreads.com/book/show/44000528-range)\n- [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)\n- [The 10X Rule: The Only Difference Between Success and Failure](https://www.goodreads.com/book/show/46382280-the-10x-rule)\n- [The Boron Letters](https://www.goodreads.com/book/show/17732053-the-boron-letters)\n- [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)\n- [The Goal: A Process of Ongoing Improvement](https://www.goodreads.com/book/show/113937.The_Goal)\n- [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)\n- [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)\n- [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)\n- [The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!](https://www.goodreads.com/book/show/18872437-the-millionaire-fastlane)\n- [The Outsiders: Eight Unconventional CEOs and Their Radically Rational Blueprint for Success](https://www.goodreads.com/book/show/13586932-the-outsiders)\n- [The Personal MBA: Master the Art of Business](https://www.goodreads.com/book/show/9512985-the-personal-mba)\n- [Think and Grow Rich (Impact Books): With linked Table of Contents](https://www.goodreads.com/book/show/25022443-think-and-grow-rich-impact-books)\n- [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)\n\n### cybersecurity\n\n- [Bezpieczeństwo aplikacji webowych](https://www.goodreads.com/book/show/48718398-bezpiecze-stwo-aplikacji-webowych) (🇵🇱)\n- [Black Hat Python: Python Programming for Hackers and Pentesters](https://www.goodreads.com/book/show/23719792-black-hat-python)\n- [Hacking, 2nd Edition: The Art of Exploitation](https://www.goodreads.com/book/show/20891014-hacking-2nd-edition)\n- [Machine Learning and Security: Protecting Systems with Data and Algorithms](https://www.goodreads.com/book/show/34691714-machine-learning-and-security)\n- [Penetration Testing: A Hands-On Introduction to Hacking](https://www.goodreads.com/book/show/22713760-penetration-testing)\n- [Practical Cryptography for Developers](https://www.goodreads.com/book/show/43019960-practical-cryptography-for-developers)\n- [Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software](https://www.goodreads.com/book/show/18949878-practical-malware-analysis)\n- [Serious Cryptography: A Practical Introduction to Modern Encryption](https://www.goodreads.com/book/show/36265193-serious-cryptography)\n- [Silence on the Wire: A Field Guide to Passive Reconnaissance and Indirect Attacks](https://www.goodreads.com/book/show/18924651-silence-on-the-wire)\n- [The Tangled Web: A Guide to Securing Modern Web Applications](https://www.goodreads.com/book/show/18880893-the-tangled-web)\n\n### data science\n\n- [Artificial Intelligence: A Modern Approach](https://www.goodreads.com/book/show/40098944-artificial-intelligence)\n- [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)\n- [Deep Learning](https://www.goodreads.com/book/show/24072897-deep-learning)\n- [Deep Learning from Scratch: Building with Python from First Principles](https://www.goodreads.com/book/show/51867967-deep-learning-from-scratch)\n- [Deep Learning with JavaScript: Neural networks in TensorFlow.js](https://www.goodreads.com/book/show/49695782-deep-learning-with-javascript)\n- [Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems](https://www.goodreads.com/book/show/34626431-designing-data-intensive-applications)\n- [Discovering Statistics Using R](https://www.goodreads.com/book/show/20568094-discovering-statistics-using-r)\n- [Dive into Deep Learning](https://d2l.ai/)\n- [Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play](https://www.goodreads.com/book/show/51056293-generative-deep-learning)\n- [Machine Learning Engineering](https://www.goodreads.com/book/show/50435068-machine-learning-engineering)\n- [Machine Learning Yearning: Technical Strategy for AI Engineers, In the Era of Deep Learning](https://www.goodreads.com/book/show/46249355-machine-learning-yearning)\n- [Natural Language Processing in Action](https://www.goodreads.com/book/show/37761872-natural-language-processing-in-action)\n- [Pattern Recognition and Machine Learning (Information Science and Statistics)](https://www.goodreads.com/book/show/40011158-pattern-recognition-and-machine-learning)\n- [Reinforcement Learning: An Introduction](https://www.goodreads.com/book/show/739791.Reinforcement_Learning)\n- [R for Data Science: Import, Tidy, Transform, Visualize, and Model Data](https://www.goodreads.com/book/show/33399049-r-for-data-science)\n- [Storytelling with Data: A Data Visualization Guide for Business Professionals](https://www.goodreads.com/book/show/26535513-storytelling-with-data)\n- [Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery](https://www.goodreads.com/book/show/49660384-strengthening-deep-neural-networks)\n- [The Hundred-Page Machine Learning Book](https://www.goodreads.com/book/show/43564614-the-hundred-page-machine-learning-book)\n- [Tinyml: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers](https://www.goodreads.com/book/show/50204679-tinyml)\n\n### data tools\n\n- [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)\n- [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)\n- [Deep Learning for Computer Vision with Python — Practitioner Bundle](https://www.goodreads.com/book/show/41724711-deep-learning-for-computer-vision-with-python-practitioner-bundle)\n- [Elements of Programming Interviews in Python: The Insiders' Guide](https://www.goodreads.com/book/show/34791936-elements-of-programming-interviews-in-python)\n- [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)\n- [Pandas Cookbook](https://www.goodreads.com/book/show/34325160-pandas-cookbook)\n- [Practical Python and OpenCV](https://www.goodreads.com/book/show/24563887-practical-python-and-opencv)\n- [Python Crash Course: A Hands-On, Project-Based Introduction to Programming](https://www.goodreads.com/book/show/23241059-python-crash-course)\n- [Python Data Science Handbook: Essential Tools for Working with Data](https://www.goodreads.com/book/show/45426977-python-data-science-handbook)\n- [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)\n- [Python Tricks: A Buffet of Awesome Python Features](https://www.goodreads.com/book/show/36990732-python-tricks)\n- [The Book of R: A First Course in Programming and Statistics](https://www.goodreads.com/book/show/26529994-the-book-of-r)\n\n### devops/mlops\n\n- [Building Microservices](https://www.goodreads.com/book/show/24836465-building-microservices)\n- [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)\n- [Introducing Mlops: How to Scale Machine Learning in the Enterprise](https://www.goodreads.com/book/show/55182023-introducing-mlops)\n- [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)\n\n### health\n\n- [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)\n- [The Obesity Code: unlocking the secrets of weight loss](https://www.goodreads.com/book/show/29405348-the-obesity-code)\n- [Why We Get Fat: And What to Do About It](https://www.goodreads.com/book/show/10128759-why-we-get-fat)\n- [Why We Sleep: Unlocking the Power of Sleep and Dreams](https://www.goodreads.com/book/show/36294636-why-we-sleep)\n- [Zen in the Art of Archery](https://www.goodreads.com/book/show/103758.Zen_in_the_Art_of_Archery)\n\n### math\n\n- [A History of Pi](https://www.goodreads.com/book/show/24315636-a-history-of-pi)\n- [An Imaginary Tale: The Story of i [the square root of minus one]](https://www.goodreads.com/book/show/8462163-an-imaginary-tale)\n- [An Introduction to Statistical Learning: With Applications in R](https://www.goodreads.com/book/show/17397466-an-introduction-to-statistical-learning)\n- [Journey through Genius: The Great Theorems of Mathematics](https://www.goodreads.com/book/show/116185.Journey_through_Genius)\n- [Mathematics for Machine Learning](https://www.goodreads.com/book/show/41432653-mathematics-for-machine-learning)\n- [Measurement](https://www.goodreads.com/book/show/18914498-measurement)\n- [Prelude to Mathematics](https://www.goodreads.com/book/show/1134116.Prelude_to_Mathematics)\n- [Prime Obsession: Bernhard Riemann and the Greatest Unsolved Problem in Mathematics](https://www.goodreads.com/book/show/9899005-prime-obsession)\n- [Proofs from THE BOOK](https://www.goodreads.com/book/show/24865668-proofs-from-the-book)\n- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition](https://www.goodreads.com/book/show/40049133-the-elements-of-statistical-learning)\n- [The Joy of x: A Guided Tour of Math, from One to Infinity](https://www.goodreads.com/book/show/18652674-the-joy-of-x)\n- [What Is Mathematics?: An Elementary Approach to Ideas and Methods](https://www.goodreads.com/book/show/12952426-what-is-mathematics)\n\n### personal development\n\n- [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)\n- [Algorithms to Live By: The Computer Science of Human Decisions](https://www.goodreads.com/book/show/25666050-algorithms-to-live-by)\n- [A Mind for Numbers: How to Excel at Math and Science](https://www.goodreads.com/book/show/18693655-a-mind-for-numbers)\n- [Atomic Habits: An Easy and Proven Way to Build Good Habits and Break Bad Ones](https://www.goodreads.com/book/show/40540502-atomic-habits)\n- [Driven to Distraction (Revised): Recognizing and Coping with Attention Deficit Disorder](https://www.goodreads.com/book/show/18712223-driven-to-distraction-revised)\n- [Fluent Forever: How to Learn Any Language Fast and Never Forget It](https://www.goodreads.com/book/show/22304017-fluent-forever)\n- [How to Win Friends and Influence People](https://www.goodreads.com/book/show/29550624-how-to-win-friends-and-influence-people)\n- [Influence: The Psychology of Persuasion](https://www.goodreads.com/book/show/28815.Influence)\n- [Lying](https://www.goodreads.com/book/show/18870418-lying)\n- [Make It Stick](https://www.goodreads.com/book/show/21956680-make-it-stick)\n- [Nonviolent Communication: A Language of Life: Life-Changing Tools for Healthy Relationships](https://www.goodreads.com/book/show/26203640-nonviolent-communication)\n- [Outwitting the Devil: The Secret to Freedom and Success](https://www.goodreads.com/book/show/10713286-outwitting-the-devil)\n- [Rebel Ideas: The Power of Diverse Thinking](https://www.goodreads.com/book/show/52326253-rebel-ideas)\n- [Seeking Wisdom: From Darwin To Munger](https://www.goodreads.com/book/show/1995421.Seeking_Wisdom)\n- [The Biology of Belief: Unleashing the Power of Consciousness, Matter and Miracles](https://www.goodreads.com/book/show/90556.The_Biology_of_Belief)\n- [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)\n- [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)\n- [The Magic of Thinking Big](https://www.goodreads.com/book/show/759945.The_Magic_of_Thinking_Big)\n- [The Nicomachean Ethics](https://www.goodreads.com/book/show/19090273-the-nicomachean-ethics)\n- [The One Thing: The Surprisingly Simple Truth Behind Extraordinary Results](https://www.goodreads.com/book/show/16256798-the-one-thing)\n- [The Slight Edge: Turning Simple Disciplines into Massive Success and Happiness](https://www.goodreads.com/book/show/23130805-the-slight-edge)\n- [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)\n- [Thinking, Fast and Slow](https://www.goodreads.com/book/show/11468377-thinking-fast-and-slow)\n\n### programming\n\n\u003e [!NOTE]\n\u003e Mostly universal (language-independent books).\n\n- [A Philosophy of Software Design](https://www.goodreads.com/book/show/43701534-a-philosophy-of-software-design)\n- [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)\n- [Clean Code: A Handbook of Agile Software Craftsmanship](https://www.goodreads.com/book/show/3735293-clean-code)\n- [Code Complete](https://www.goodreads.com/book/show/21899045-code-complete)\n- [Code: The Hidden Language of Computer Hardware and Software (Developer Best Practices)](https://www.goodreads.com/book/show/21948821-code)\n- [Cracking the Coding Interview: 189 Programming Questions and Solutions](https://www.goodreads.com/book/show/25707092-cracking-the-coding-interview)\n- [Design Patterns: Elements of Reusable Object-Oriented Software](https://www.goodreads.com/book/show/85009.Design_Patterns)\n- [Dive Into Design Patterns](https://www.goodreads.com/book/show/43125355-dive-into-design-patterns)\n- [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)\n- [Elements of Programming Interviews in Python: The Insiders' Guide](https://www.goodreads.com/book/show/34791936-elements-of-programming-interviews-in-python)\n- [Extreme Programming Explained: Embrace Change (The XP Series)](https://www.goodreads.com/book/show/67833.Extreme_Programming_Explained)\n- [Head First Design Patterns](https://www.goodreads.com/book/show/17374834-head-first-design-patterns)\n- [Implementing Domain-Driven Design](https://www.goodreads.com/book/show/15756865-implementing-domain-driven-design)\n- [Introduction to Algorithms (The MIT Press)](https://www.goodreads.com/book/show/44086616-introduction-to-algorithms)\n- [Junior Developer. Wszystko co trzeba wiedzieć, by zacząć pracę jako programista](https://www.goodreads.com/book/show/32998879-junior-developer-wszystko-co-trzeba-wiedzie-by-zacz-prac-jako-prog) (🇵🇱)\n- [Peopleware: Productive Projects and Teams](https://www.goodreads.com/book/show/18895165-peopleware)\n- [Refactoring: Improving the Design of Existing Code](https://www.goodreads.com/book/show/44719608-refactoring)\n- [Test Driven Development: By Example](https://www.goodreads.com/book/show/387190.Test_Driven_Development)\n- [The C Programming Language](https://www.goodreads.com/book/show/515601.The_C_Programming_Language)\n- [The C++ Programming Language](https://www.goodreads.com/book/show/18709954-the-c-programming-language) (4th Edition)\n- [The Clean Coder: A Code of Conduct for Professional Programmers](https://www.goodreads.com/book/show/11486819-the-clean-coder)\n- [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)\n- [The Mythical Man-Month: Essays on Software Engineering](https://www.goodreads.com/book/show/6558055-the-mythical-man-month)\n- [The Pragmatic Programmer](https://www.goodreads.com/book/show/22404360-the-pragmatic-programmer)\n- [The Self-Taught Programmer: The Definitive Guide to Programming Professionally](https://www.goodreads.com/book/show/33580202-the-self-taught-programmer)\n- [Working Effectively with Legacy Code](https://www.goodreads.com/book/show/44919.Working_Effectively_with_Legacy_Code)\n- [Zawód: Programista](https://www.goodreads.com/book/show/36223075-zaw-d) (🇵🇱)\n- [Zrozumieć programowanie](https://www.goodreads.com/book/show/28457659-zrozumie-programowanie) (🇵🇱)\n\n### science\n\n- [AI Superpowers: China, Silicon Valley, and the New World Order](https://www.goodreads.com/book/show/38242135-ai-superpowers)\n- [Behave: The Biology of Humans at Our Best and Worst](https://www.goodreads.com/book/show/33516538-behave)\n- [Biased: Uncovering the Hidden Prejudice That Shapes What We See, Think, and Do](https://www.goodreads.com/book/show/40407320-biased)\n- [Brief Answers to the Big Questions](https://www.goodreads.com/book/show/40277241-brief-answers-to-the-big-questions)\n- [Hacking Darwin: Genetic Engineering and the Future of Humanity](https://www.goodreads.com/book/show/45275976-hacking-darwin)\n- [How Smart Machines Think](https://www.goodreads.com/book/show/42598754-how-smart-machines-think)\n- [Incognito: The Secret Lives of the Brain](https://www.goodreads.com/book/show/11550688-incognito)\n- [Life 3.0: Being Human in the Age of Artificial Intelligence](https://www.goodreads.com/book/show/34272565-life-3-0)\n- [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)\n- [The Information: A History, a Theory, a Flood](https://www.goodreads.com/book/show/10728649-the-information)\n\n**[⬆ Back to Contents](#contents)**\n\n## 💾 Browser Extensions\n\n- [30 seconds of knowledge](https://30secondsofknowledge.com/) ← random code snippet every time you open a new tab\n- [Automa](https://chrome.google.com/webstore/detail/automa/infppggnoaenmfagbfknfkancpbljcca/) ← automate browser by connecting blocks\n- [ColorZilla](https://www.colorzilla.com/chrome/) ← advanced eyedropper\n- [Dark Reader](https://darkreader.org/) ← dark mode for all the websites\n- [Decentraleyes](https://decentraleyes.org/) ← protect yourself against tracking through \"free\", centralised, content delivery\n- [Disconnect](https://disconnect.me/) ← visualize and block the invisible websites that track you\n- [EditThisCookie](http://www.editthiscookie.com/) ← cookie editor\n- [Email Finder - GetProspect](https://getprospect.io/) ← find business email address in one click\n- [F.B.(FluffBusting)Purity](https://www.fbpurity.com/) ← customise (clean) your Facebook\n- [Git History Browser Extension](https://github.com/LuisReinoso/git-history-browser-extension) ← add \"Open in Git History\" button to GitHub repos\n- [GitHub Repository Size](https://chrome.google.com/webstore/detail/github-repository-size/apnjnioapinblneaedefcnopcjepgkci) ← add repository size to GitHub's repository summary\n- [Github Web IDE](https://github.com/zvizvi/Github-Web-IDE) ← add a new drop-down menu to any GitHub repository to browse the source code in a number of online IDEs\n- [Grammarly](https://app.grammarly.com/) ← very extensive tool to proofread English grammar\n- [HTTPS Everywhere](https://www.eff.org/https-everywhere) ← force HTTPS if possible\n- [Hypothesis - Web \u0026 PDF Annotation](https://web.hypothes.is/) ← 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)\n- [Image Search Options](https://chrome.google.com/webstore/detail/image-search-options/kljmejbpilkadikecejccebmccagifhl/) ← set of highly customizable reverse image search context menu options\n- [Language Learning with Netflix](https://languagelearningwithnetflix.com/) ← display subtitles in both languages while watching Netflix\n- [LanguageTool](https://languagetool.org/) ← check your writing in more than 20 languages (great alternative to Grammarly)\n- [Modern for Wikipedia](https://chrome.google.com/webstore/detail/modern-for-wikipedia/emdkdnnopdnajipoapepbeeiemahbjcn) ← redesigned user interface for Wikipedia\n- [Nimbus Capture](https://nimbusweb.me/screenshot.php) ← advanced screenshot tool for Google Chrome\n- [OneTab](https://www.one-tab.com/) ← save up to 95% memory by moving all open tabs into a single one in Google Chrome\n- [PocketTube](https://pockettube.io/) ← YouTube Subscription Manager. Already does a lot of work with automatic tags\n- [Power Thesaurus](https://chrome.google.com/webstore/detail/power-thesaurus/hhnjkanigjoiglnlopahbbjdbfhkndjk) ← find synonyms and antonyms to improve your writing\n- [Privacy Badger](https://www.eff.org/privacybadger) ← block invisible trackers\n- [Reedy](https://reedy.azagroup.ru/) ← speed reading with RSVP (Rapid Serial Visual Presentation) technique\n- [Refined Twitter](https://github.com/sindresorhus/refined-twitter) ← simplify Twitter UI and add useful features\n- [Return YouTube Dislike](https://chrome.google.com/webstore/detail/return-youtube-dislike/gebbhagfogifgggkldgodflihgfeippi) ← return ability to see dislikes\n- [Session Buddy](https://sessionbuddy.com/) ← manage browser sessions\n- [Sourcegraph](https://docs.sourcegraph.com/integration/browser_extension) ← add code intelligence to GitHub and other code hosts\n- [SponsorBlock](https://sponsor.ajay.app/) ← skip sponsor segments in YouTube videos\n- [Stylus](https://add0n.com/stylus.html) ← user-style manager\n- [Tab Resize - split screen layouts](https://chrome.google.com/webstore/detail/tab-resize-split-screen-l/bkpenclhmiealbebdopglffmfdiilejc) ← resize the current tab and tabs to the right into layouts on separate windows\n- [Tampermonkey](https://www.tampermonkey.net/) ← the most popular userscript manager\n- [uBlock Origin](https://github.com/gorhill/uBlock#installation) ← blocker addon (not only for ads)\n- [uMatrix](https://chrome.google.com/webstore/detail/umatrix/ogfcmafjalglgifnmanfmnieipoejdcf) ← point \u0026 click to forbid/allow any class of requests made by your browser. Use it to block scripts, iframes, ads, facebook, etc.\n- [Unclutter](https://unclutter.lindylearn.io/) ← modern reader mode and article library for your browser\n- [Unhook - Remove YouTube Recommended Videos](https://chrome.google.com/webstore/detail/remove-youtube-recommende/khncfooichmfjbepaaaebmommgaepoid) ← hide YouTube related videos, comments, video suggestions wall, homepage recommendations, trending tab, and other distractions\n- [VisBug](https://github.com/GoogleChromeLabs/ProjectVisBug) ← FireBug for designers - edit any webpage, in any state\n- [Wappalyzer](https://www.wappalyzer.com/) ← identify technology on websites\n- [Web Scrobbler](https://web-scrobbler.com/) ← scrobble music all around the web, e.g. to your Last.fm account\n\n**[⬆ Back to Contents](#contents)**\n\n## 💼 Business\n\n### remote collaboration\n\n- [Discord](https://discordapp.com/) ← VoIP application (my preference over Slack)\n- [Google Hangouts](https://hangouts.google.com/) ← remote video calls\n- [Hackpad](https://hackpad.com/) ← web-based realtime wiki (great for knowledge sharing/documentation)\n- [Miro](https://miro.com/) ← online collaborative whiteboard (great for remote event storming)\n- [Remote Work Toolkit](https://nohq.co/tools/) ← set of tools for remote work\n- [Trello](https://trello.com/) ← web-based Kanban-style list-making application (great for creating tickets)\n\n### tools\n\n- [ahrefs](https://ahrefs.com/) ← research your competitors\n- [Bitcoin Regret Club](https://bitcoinregret.club/calculate-regret) ← check how much you would earn/lose if you invested in Bitcoin on the chosen date\n- [BuzzSumo](https://buzzsumo.com/) ← analyze what content performs best for any topic or competitor\n- [Calendly](https://calendly.com/) ← schedule appointments\n- [CoSchedule](https://coschedule.com/) ← schedule online posts/marketing\n- [Cryptowatch](https://cryptowat.ch/) ← live Bitcoin price charts\n- [FlatGA](https://flatga.io/#/dashboard) ← easy overview of your Google Analytics dashboard\n- [Google Optimize](https://www.blog.google/products/marketingplatform/analytics/this-is-not-a-test-google-optimize-now-free-for-everyone/) ← free tool to perform A/B tests to analyse customers\n- [Investing.com](https://www.investing.com/) ← stock market quotes \u0026 financial news\n- [ODOO](https://www.odoo.com/) ← web-based open source business apps\n- [Sendy](https://sendy.co/) ← cheap newsletter system via Amazon SES\n- Startup\n  - [books](https://startupbooks.io/) ← list of books to help you along your startup journey\n  - [idea checklist](https://www.defmacro.org/2019/03/26/startup-checklist.html) ← answer before opening a startup\n  - [stacklist](https://tools.stacklist.com/stacklists/) ← list of technologies used by startups\n  - [stash](https://startupstash.com/) ← curated directory of resources \u0026 tools to help you build your startup\n- [Tools for Makers](https://toolsformakers.com/) ← hand-curated directory of tools for makers\n\n**[⬆ Back to Contents](#contents)**\n\n## 👾 Cybersecurity\n\n### learn\n\n- [CTFlearn](https://ctflearn.com/) ← ethical hacking platform that enables tens of thousands to learn, practice, and compete\n- [CTFtime](https://ctftime.org/) ← CTF archive, current overall Capture The Flag team rating, per-team statistics etc.\n- [Google CTF](https://capturetheflag.withgoogle.com/) ← CTF organised by Google with different challenges to practice\n- [Hacker101](https://www.hacker101.com/) ← free class for web security\n- [Hacksplaining](https://www.hacksplaining.com/lessons) ← interactive lessons to present the most typical cybersecurity attacks. Afterwards, the site presents an extended article with ways to protect ourselves from the particular vulnerability\n- [Hack The Box](https://www.hackthebox.eu/) ← online platform allowing you to test your penetration testing skills and exchange ideas and methodologies with thousands of people in the security field\n- [HackTricks](https://book.hacktricks.xyz/) ← collection of hacking tricks \u0026 techniques that the author has learnt in CTFs, real-life apps, and by reading research and news\n- [pwn.college](https://pwn.college/) ← education platform for students (and other interested parties) to learn about, and practice, core cybersecurity concepts in a hands-on fashion\n- [The Book of Secret Knowledge](https://github.com/trimstray/the-book-of-secret-knowledge) ← collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more\n- [TryHackMe](https://tryhackme.com/) ← cybersecurity guides and challenges in your browser\n\n### tools\n\n- [AmIUnique](https://amiunique.org/fingerprint) ← check your browser fingerprint\n- [Browserling](https://www.browserling.com/browser-sandbox) ← online browser sandbox\n- [CheckShortURL](https://checkshorturl.com/) ← shortened URL expander\n- [CyberChef](https://gchq.github.io/CyberChef/) ← web app for encryption, encoding, compression and data analysis\n- [DuckDuckGo](https://duckduckgo.com/) ← find what has been hidden from you by Google\n- [Filecrypt](https://filecrypt.co/Create.html) ← encrypt a link\n- [Firefox Relay](https://relay.firefox.com/) ← create aliases, randomly generated email addresses that forward to your real inbox\n- [Have I Been Pwned](https://haveibeenpwned.com/) ← check if you have an account that has been compromised in a data breach\n  - [Firefox Monitor](https://monitor.firefox.com/) ← the same tool from Firefox\n  - [We Leak Info](https://weleakinfo.com/) ← data breach search engine\n- [Hybrid Analysis](https://hybrid-analysis.com/) ← analyse malware for free in the browser\n- [I know what you download](https://iknowwhatyoudownload.com/en/peer/) ← torrent downloads and distributions for chosen IP\n- [IP Info](https://ip.voidsec.com/) ← check if your VPN leaks information\n- [Pi-Hole](https://pi-hole.net/) ← adblock for the whole network (requires: router + raspberry pi)\n- [PrivacyTools](https://www.privacytools.io/) ← set of services, tools, and knowledge to protect your privacy\n  - [PRISM Break](https://prism-break.org/) ← set of privacy tools (categorised by operating systems)\n  - [Privacy Respecting](https://github.com/nikitavoloboev/privacy-respecting) ← curated list of privacy respecting services and software\n- [Redirect Checker](https://www.redirect-checker.org/) ← check your redirects and status code\n- [Shodan](https://www.shodan.io/) ← search engine of IoT\n- [Tails](https://tails.boum.org/) ← privacy OS for pendrive (protects your privacy and offers all sorts of apps to do so, like Tor, Thunderbird and PGP)\n- [Temp Mail](https://temp-mail.org/en/) ← create a temporary anonymous e-mail\n- [Webbkoll](https://webbkoll.dataskydd.net/en/) ← monitor privacy-enhancing features on websites, and find out who is letting you exercise control over your privacy\n- [Whois](https://whois.domaintools.com/) ← whois lookup\n- [Your social media fingerprint](https://robinlinus.github.io/socialmedia-leak/) ← check where you are currently logged in\n\n**[⬆ Back to Contents](#contents)**\n\n## 📊 Data Science\n\n### cheatsheets\n\n\u003e [!NOTE]\n\u003e 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.\n\n- [Chris Albon](https://chrisalbon.com/) ← comprehensive notes/code snippets on using Data Science \u0026 Artificial Intelligence\n- [Comprehensive Python Cheatsheet](https://gto76.github.io/python-cheatsheet/) ← best Python cheatsheet I found so far\n- [Data Science board of my Pinterest](https://pinterest.com/pyxelrr/data-science/)\n- [Most general cheatsheet](https://github.com/FavioVazquez/ds-cheatsheets/blob/master/General/data-science-cheatsheet.pdf) ← in a single PDF file\n- [Statistical Models](https://www.linkedin.com/posts/adrianolszewski_rockyourr-rstats-datascience-activity-6612425857552252929-u-Ts/) ← most verified cheatsheet out there on the internet. I recommend following the author's LinkedIn account for lots of substantive discussions\n\n### datasets\n\n- [50 Best Free Datasets for ML](https://www.telusinternational.com/insights/ai-data/article/the-50-best-free-datasets-for-machine-learning)\n- [100,000 Faces Generated by AI](https://generated.photos/)\n- [Academic Torrents](http://academictorrents.com/browse.php?cat=6\u0026sort_field=times_completed\u0026sort_dir=DESC)\n- [Apollo Scape](http://apolloscape.auto/scene.html) ← RGB videos with high-resolution image sequences and per-pixel annotation, survey-grade dense 3D points with semantic segmentation\n- [Awesome Public Datasets](https://github.com/caesar0301/awesome-public-datasets)\n- [AWS Public Datasets](https://aws.amazon.com/public-datasets/)\n- [Berkeley DeepDrive BDD100k](https://bdd-data.berkeley.edu/) ← 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\n- [Caffe2](https://caffe2.ai/docs/datasets.html)\n- [Common Voice](https://commonvoice.mozilla.org/en) ← dataset of voices that everyone can use to train speech-enabled applications\n- [CORGIS](https://think.cs.vt.edu/corgis/) ← datasets for beginners\n- [DataHub](https://datahub.io/collections) ← easiest way to find, share and publish datasets online\n- [Datasets for machine learning](https://www.datasetlist.com/) ← huge list (CV/NLP/Audio)\n- [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) ← fancy, huh?\n- [FiveThirtyEight](https://data.fivethirtyeight.com/) ← economics, sports, politics\n- [Goodbooks-10k](https://github.com/zygmuntz/goodbooks-10k) ← new dataset for book recommendations\n- [Google BigQuery](https://www.reddit.com/r/bigquery/wiki/datasets) ← public datasets from Google\n- [Google Dataset Search](https://datasetsearch.research.google.com/) ← search engine of datasets from Google\n- [Grouplens datasets](https://grouplens.org/datasets/movielens/)\n- [HealthData](https://healthdata.gov/) ← high-value health data\n- [How readers browse Wikipedia](https://blog.wikimedia.org/2018/01/16/wikipedia-rabbit-hole-clickstream/)\n- [Kaggle datasets](https://www.kaggle.com/datasets)\n- [List of lists with datasets](https://www.dataandsons.com/data-market/categories)\n- [LVIS](https://www.lvisdataset.org/) ← dataset for large vocabulary instance segmentation\n- [Mapillary Vistas Dataset](https://www.mapillary.com/dataset/vistas) ← street-level imagery dataset with pixel‑accurate and instance‑specific human annotations for understanding street scenes around the world\n- [Mathematics Dataset](https://github.com/deepmind/mathematics_dataset) ← generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty\n- [Million Song Dataset](http://millionsongdataset.com/)\n- [nuScenes](https://www.nuscenes.org/) ← large-scale autonomous driving dataset\n- [Papers With Code Datasets](https://paperswithcode.com/datasets) ← ML datasets with lots of filtering options\n- [Quandl](https://www.quandl.com/tools/python) ← financial data directly into Python\n- [Tencent ML-Images](https://github.com/Tencent/tencent-ml-images) ← largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet\n- [VQA](https://visualqa.org/) ← 200k+ images and over a million questions (with answers) about those images\n  - [easy-VQA](https://github.com/vzhou842/easy-VQA) ← simpler version of the original VQA dataset\n- [World Bank Open Data](https://data.worldbank.org/) ← economic data\n- [YouTube 8M](https://research.google.com/youtube8m/) ← dataset of YouTube videos\n\n### jobs\n\n- [CalmJobs](https://calm-jobs.com/) ← job board of companies who value work-life balance\n- [DataJobs](https://datajobs.com/) ← jobs on the US market\n- [Indeed](https://www.indeed.com/) ← worldwide job search\n- [LinkedIn](https://www.linkedin.com/) ← social platform for employees\n- [Remote Jobs](https://remotehub.io/) ← browse 1,900+ remote companies and learn about their team, benefits, work culture and more\n- [StatsJobs](https://www.statsjobs.com/) ← jobs for statisticians\n- [Tech Interview Handbook](https://www.techinterviewhandbook.org/) ← carefully curated content to help you ace your next technical interview with a focus on algorithms\n\n#### tools\n\n- [Glassdoor](https://www.glassdoor.com/index.htm) ← find jobs and company reviews from its employees\n- [Jobscan](https://www.jobscan.co/) ← optimise your resume using the ATS system\n- [levels.fyi](https://www.levels.fyi/?compare=Microsoft,Amazon,Apple\u0026track=Software%20Engineer) ← compare salaries and career levels at big companies\n\n### learning material\n\n- [AI Expert Roadmap](https://i.am.ai/roadmap) ← roadmap to becoming an Artificial Intelligence Expert in 2020\n- [AI Explorables](https://pair.withgoogle.com/explorables/) ← big ideas in machine learning, simply explained by Google\n- [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) ← learn data science from IPython notebooks\n- [Deep Learning Monitor](https://deeplearn.org/) ← find new Arxiv papers, tweets and Reddit posts for you\n- [Dive into Deep Learning](https://d2l.ai/) ← interactive deep learning book with code, math, and discussions, based on the NumPy interface\n- [Explained Visually](http://setosa.io/ev/) ← interactive visualisations\n- [Kaggle](https://www.kaggle.com/) ← home of data science for competitions, datasets, courses, notebooks and discussions\n- [Machine Learning for Everyone](https://vas3k.com/blog/machine_learning/) ← 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\n- [Machine Learning on Coursera](https://www.coursera.org/learn/machine-learning) ← the must-check course by Andrew Ng\n- [Machine Learning Study Path March 2019](https://github.com/clone95/Machine-Learning-Study-Path-March-2019) ← GitHub repository with complete ML study path, focused on TensorFlow and Scikit-Learn\n- [Machine Learning with AWS](https://aws.amazon.com/training/learning-paths/machine-learning/) ← free digital curriculum used to train Amazon’s developers and data scientists. You can end up with a paid professional certification straight from AWS\n- [Made with ML](https://madewithml.com/) ← platform for the ML community to learn, discover, share \u0026 organize content\n- [Neural Networks](https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi) ← YouTube playlist of four (20 mins videos) explaining the theory behind neural networks (by 3blue1brown)\n- [Papers with Code](https://paperswithcode.com/) ← free and open resource with Machine Learning papers, code and evaluation tables\n\n### news\n\n- [Data Science Central](https://www.datasciencecentral.com/) ← more of a social network for data enthusiasts\n- [DataTau](http://www.datatau.net/) ← Hacker News-like. Still growing, but I prefer it mostly for the concise design\n- [KDnuggets](https://www.kdnuggets.com/) ← hub for news, jobs and more, just like Data Science Central\n- [Towards Data Science](https://towardsdatascience.com/) ← Medium for DS\n- [Twitter](https://twitter.com/) ← you can start with [#datascience](https://twitter.com/hashtag/datascience?lang=en) or [Follow Friday](https://followfriday.io/) (AI)\n\n### online tools\n\n- [A Neural Network Playground](https://playground.tensorflow.org/) ← train a neural network\n- [CNN Explainer](https://poloclub.github.io/cnn-explainer/) ← interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs)\n- [ColorBrewer](http://colorbrewer2.org/) ← colour advice for maps\n- [Decision Trees in Javascript](https://cs.stanford.edu/~karpathy/svmjs/demo/demoforest.html) ← random forest demo in Javascript\n  - check out also [SVMs demo](https://cs.stanford.edu/~karpathy/svmjs/demo/)\n- [GAN Lab](https://poloclub.github.io/ganlab/) ← play with Generative Adversarial Networks (GANs) in your browser!\n- [Grail Text Recognizer](https://jackschaedler.github.io/handwriting-recognition/) ← text recognition explained\n- [Image-to-Image Demo](https://affinelayer.com/pixsrv/) ← interactive image translation with pix2pix-tensorflow\n- [Interactive Machine Learning List](https://p.migdal.pl/interactive-machine-learning-list/) ← list of interactive ML visualisations\n- [Interactive Tools for ML, DL and Math](https://github.com/Machine-Learning-Tokyo/Interactive_Tools) ← learn and play with ML interactively (I highly recommend it!)\n- [Keras.js](https://transcranial.github.io/keras-js/) ← run Keras models in your browser\n- [Lyrebird AI](https://www.descript.com/lyrebird-ai) ← voice cloning\n- [PAIR tools](https://pair.withgoogle.com/tools/) ← open-source tools to help make ML models more understandable, reliable, and fair (by Google)\n- [Plotly Chart Studio](https://plot.ly/create/) ← online Plotly graph maker\n- [RAWGraphs](https://rawgraphs.io/) ← quickly generate data visualisations from spreadsheets\n- [RecurrentJS Sentence Memorization](https://cs.stanford.edu/people/karpathy/recurrentjs/)\n- [Seeing Theory](https://seeing-theory.brown.edu/) ← visual introduction to probability and statistics\n- [SegNet](https://mi.eng.cam.ac.uk/projects/segnet/) ← image segmentation\n- [Self-driving cars in the browser](https://janhuenermann.com/blog/learning-to-drive)\n- [StarByFace](https://starbyface.com/) ← celebrity look-alike application\n- [Talk to Transformer](https://talktotransformer.com/) ← write some text and generate the next sentences\n- [Teachable Machine](https://teachablemachine.withgoogle.com/) ← simple GUI for creating ML models\n\n### questions\n\n- [Cross Validated](https://stats.stackexchange.com/) ← Stack Overflow for DS\n- [Data Science Stack Exchange](https://datascience.stackexchange.com/) ← alternative to Cross Validated\n- [Quora](https://www.quora.com/) ← general website for questions\n- subreddits ← find the right subreddits in the list below\n\n### subreddits\n\nAs there are many, I highly encourage you to check my custom feeds:\n\n- [~data_science](https://www.reddit.com/user/pyxelr/m/data_science/)\n- [~data_tools](https://www.reddit.com/user/pyxelr/m/data_tools/)\n- [~data_viz](https://www.reddit.com/user/pyxelr/m/data_viz/)\n- [~dev/mlops](https://www.reddit.com/user/pyxelr/m/devops/)\n- [~machine_learning](https://www.reddit.com/user/pyxelr/m/machine_learning/)\n- [~math](https://www.reddit.com/user/pyxelr/m/math/)\n\n### visualisations\n\n- [Datavisualization](http://selection.datavisualization.ch/) ← list of visualisation tools\n- [FlowingData](https://flowingdata.com/) ← blog on data visualisation\n- [Information is Beautiful](https://informationisbeautiful.net/) ← see it with your own eyes\n- [Population.io](https://population.io/) ← what's your place in the world population? How long will you live?\n- [Simply Statistics](https://simplystatistics.org/) ← blog on data visualisation\n- [Worldometers](https://www.worldometers.info/) ← real-time world statistics\n\n**[⬆ Back to Contents](#contents)**\n\n## 🎨 Design\n\n- [Can't Unsee](https://cantunsee.space/) ← check your graphical sense\n- [Everypixel](https://www.everypixel.com/) ← find free or paid stock images\n- [Grumpy Website](https://grumpy.website/) ← examples where the design went wrong\n- [GUI gallery for every OS](http://toastytech.com/guis/index.html)\n- [Squoosh](https://squoosh.app/) ← optimise image size\n- [UI Goodies](https://www.uigoodies.com/) ← directory of online resources\n\n### colour palettes\n\n- [Adobe Color](https://color.adobe.com/create) ← colour wheel by Adobe\n- [Canva Color Wheel](https://www.canva.com/colors/color-wheel/) ← colour wheel by Canva\n- [Color Hunt](https://colorhunt.co/) ← colour palettes to choose from\n- [ColorKitty](https://colorkitty.com/) ← create and discover colour palettes\n- [Coolors](https://coolors.co/) ← quickly generate new colour schemes\n- [Happy Hues](https://www.happyhues.co/) ← colour palette inspiration site\n\n### create\n\n- [Canva](https://www.canva.com/) ← create graphics easily\n- [Carbon](https://carbon.now.sh/) ← share an image of code\n- [Coggle](https://coggle.it/) ← generate mind maps\n- [diagrams.net](https://www.diagrams.net/) ← free online diagram software (previously: draw.io)\n- [Hatchful](https://hatchful.shopify.com/) ← logo creator from the Shopify team\n- [Kapwing](https://www.kapwing.com/tools) ← collaborative platform for creating images, videos, and GIFs\n- [Launchaco](https://www.launchaco.com/logo) ← free online logo maker\n- [Marvel](https://marvelapp.com/) ← create mockups in the browser\n- [Venngage](https://venngage.com/) ← infographic creator\n\n### edit\n\n- [Photopea](https://www.photopea.com/) ← Photoshop in the browser\n- [Pixlr X](https://pixlr.com/x/) ← online image editor\n- [remove.bg](https://www.remove.bg/) ← automatically remove background from an image\n- [Unscreen](https://www.unscreen.com/) ← automatically remove background from a video\n\n### icons\n\n- [CoreUI Icons](https://coreui.io/icons/) ← premium designed free icon set with marks in SVG, Webfont and raster formats\n- [Eva Icons](https://akveo.github.io/eva-icons/) ← simple open-source icons\n- [Flaticon](https://www.flaticon.com/) ← free vector icons\n- [Font Awesome](https://fontawesome.com/) ← vector icons and social logos for your website\n- [icons8](https://icons8.com/icons) ← free icons\n\n**[⬆ Back to Contents](#contents)**\n\n## 📆 Events\n\n- [Eventbrite](https://www.eventbrite.com/) ← social network for events\n- [Eventil](https://eventil.com/) ← events for tech people\n- [Facebook Events](https://www.facebook.com/events/)\n- [Hackathon.com](https://www.hackathon.com/) ← find worldwide hackathons\n- [Meetup](https://www.meetup.com/) ← social network for events\n\n**[⬆ Back to Contents](#contents)**\n\n## 📰 IT News\n\n\u003e [!NOTE]\n\u003e All the mentioned sites are mostly free of clickbait and offer the triumph of form over content.\n\n- [Ars Technica](https://arstechnica.com/)\n- [dobreprogramy](https://www.dobreprogramy.pl/) (🇵🇱) ← one of the most popular Polish sites\n- [Hacker News](https://news.ycombinator.com/) ← 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\n- [Slashdot](https://slashdot.org/)\n- [TechCrunch](https://techcrunch.com/)\n- [The Hacker News](https://thehackernews.com/) ← cybersecurity news\n\n**[⬆ Back to Contents](#contents)**\n\n## 🧠 Learning\n\n- [Brilliant](https://brilliant.org/) ← replace lecture videos with hands-on, interactive problem solving\n- [Hypothesis](https://web.hypothes.is/) ← 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)\n- [Polar Bookshelf](https://github.com/burtonator/polar-bookshelf) ← open-source tool to annotate PDF documents and websites and later turn them into Anki flashcards. It's quite a unique alternative to Hypothesis\n- [Researcher](https://www.researcher-app.com/) ← feed for scientific papers\n- [Simple Wikipedia](https://simple.wikipedia.org/wiki/Main_Page) ← Wikipedia articles explained in simple words\n\n### flashcards\n\n\u003e [!NOTE]\n\u003e 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/).\n\n- [Anki](https://apps.ankiweb.net/) ← 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)\n- [flashcards.wizardzines](https://flashcards.wizardzines.com/) ← set of flashcards from Julia Evans\n- [Flashcards for Developers](https://www.flashcardsfordevelopers.com/) ← online flashcards based mostly on programming skills\n- [Fluent Forever](https://fluent-forever.com/) ← paid application to study languages. You can also read its [accompanying book](https://www.goodreads.com/book/show/22304017-fluent-forever) and watch the [author’s comparison between FF and Anki](https://youtu.be/fepSv0fqg5U)\n- [Memrise](https://www.memrise.com/) ← learn a language and not only\n- [NeuraCache](https://neuracache.com/) ← 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\n- [Quizlet](https://quizlet.com/) ← more user-friendly alternative to Anki\n- [RemNote](https://www.remnote.com/) ← note-taking app that will convert your notes to flashcards with the use of specific syntax\n- [ShortcutFoo](https://www.shortcutfoo.com/) ← fun way to memorise shortcuts and commands\n- [SuperMemo](https://super-memo.com/supermemo18.html) ← 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/)\n- [Tinycards](https://tinycards.duolingo.com/) ← flashcard app from the creators of Duolingo\n\n### languages\n\n- [Busuu](https://www.busuu.com/) ← global language learning community, where you can take language courses to practice reading, writing, listening and speaking (great alternative to Duolingo)\n- [Clozemaster](https://www.clozemaster.com/) ← language learning gamification through mass exposure to vocabulary in context\n- [Duolingo](https://www.duolingo.com/) ← free web/mobile app to learn most of the languages\n- [LyricsTraining](https://lyricstraining.com/) ← learning languages with the music videos and filling in the lyrics of your favorite songs\n- [Reverso Context](https://context.reverso.net/translation/) ← translator with example sentences to give more context\n- [Rosetta Stone](https://www.rosettastone.com/) ← learn online with a possibility to book online conversations with a native speaker\n- [YouGlish](https://youglish.com/) ← search engine to find the pronunciation of the phrase in a YouTube video. The site offers multiple languages\n\n### online courses\n\n- [A Cloud Guru](https://acloudguru.com/) ← courses and real hands-on labs in AWS, Azure, Google Cloud, and beyond\n- [Coursera](https://www.coursera.org/) ← courses by universities and other professional organizations\n- [Courseroot](https://courseroot.com/) ← course search engine\n- [DataCamp](https://www.datacamp.com/) ← online courses just for data science\n- [Dataquest](https://www.dataquest.io/) ← online courses just for data science (seems to be tougher than DataCamp but lacks the mobile app)\n- [edX](https://www.edx.org/) ← online university-level courses\n- [HN Academy](https://yahnd.com/academy/) ← online courses recommended by the community of Hacker News\n- [Khan Academy](https://www.khanacademy.org/) ← free online university\n- [O'Reilly learning](https://www.oreilly.com/online-learning/) ← learning platform with online interactive sandboxes and access to O'Reilly books\n- [SwitchUp](https://www.switchup.org/) ← compare/rank bootcamps by subjects\n- [Udacity](https://www.udacity.com/) ← high-quality courses for tech topics\n- [Udemy](https://www.udemy.com/) ← find and create online courses\n\n### questions\n\n- [Quora](https://www.quora.com/) ← ask anything\n- [Reddit](https://www.reddit.com/) ← find the right subreddit for your question\n- [Stack Exchange](https://stackexchange.com/sites) ← find the right site to ask your question\n- [Stack Overflow](https://stackoverflow.com/) ← all the programming related questions\n\n### simulations\n\n- [AI Explorables](https://pair.withgoogle.com/explorables/) ← big ideas in machine learning, simply explained by Google\n- [Explained Visually](http://setosa.io/ev/) ← interactive visualisations\n- [Explorable Explanations](https://explorabl.es/all/) ← hub for learning through interactive online games. Make sure to check out more from [Nicky Case!](https://ncase.me/)\n- [Explorable Physics](https://landgreen.github.io/physics/index.html) ← course notes for algebra-based physics with explorable explanations\n- [Neal.fun](https://neal.fun/) ← lots of interactive educational/interesting comparisons\n- [Prajwal DSouza](https://prajwalsouza.github.io/) ← simulations related to Math, Physics and Computer Science\n\n**[⬆ Back to Contents](#contents)**\n\n## 🐧 Linux\n\n- [Cassowary](https://github.com/casualsnek/cassowary) ← run Windows applications on Linux as if they are native\n- [DistroTest](https://distrotest.net/index.php) ← try running any Linux distro in the cloud VM\n- [instantbox](https://github.com/instantbox/instantbox) ← spin up temporary Linux systems with instant webshell access from any browser\n- [Peek](https://github.com/phw/peek) ← animated GIF recorder for Linux\n- [termtosvg](https://github.com/nbedos/termtosvg) ← record terminal sessions as SVG animations\n- [UserLAnd](https://github.com/CypherpunkArmory/UserLAnd) ← run a Linux distribution or application on Android (without root)\n- [WebVM](https://webvm.io/) ← serverless virtual Linux env running client-side in HTML5/WebAssembly\n- [Wine](https://www.winehq.org/) ← compatibility layer capable of running Windows applications on several POSIX-compliant operating systems, such as Linux, macOS, \u0026 BSD\n- [xxh](https://github.com/xxh/xxh) ← bring your favorite shell wherever you go through ssh\n\n### shell\n\n\u003e [!NOTE]\n\u003e Additionally, you can find settings of my terminals (UI, plugins, aliases, etc.) in the [my-terminal](https://github.com/pyxelr/my-terminal) repository.\n\n- [bat](https://github.com/sharkdp/bat) ← cat(1) clone with wings\n- [broot](https://github.com/Canop/broot) ← new way to see and navigate directory trees\n- [CommandLineFu](https://www.commandlinefu.com/commands/browse) ← share \u0026 browse Linux CLI one-liners\n- [crontab guru](https://crontab.guru/) ← quick and simple editor for cron schedule expressions\n- [eza](https://github.com/eza-community/eza) ← modern replacement for `ls`\n- [explainshell](https://explainshell.com/) ← match CLI arguments to their help text\n- [fd](https://github.com/sharkdp/fd) ← better alternative to `find`\n- [fzf](https://github.com/junegunn/fzf) ← CLI fuzzy finder\n- [howdoi](https://github.com/san-kumar/howdoi) ← get quick answers to common linux related questions, right inside your terminal by typing `\"howdoi [your question]\"`\n- [htop](https://github.com/htop-dev/htop/) ← interactive process viewer\n- [Modern Unix](https://github.com/ibraheemdev/modern-unix) ← collection of modern/faster/saner alternatives to common unix commands\n  - [A list of new(ish) command line tools](https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools/) ← by Julia Evans\n- [Neofetch](https://github.com/dylanaraps/neofetch) ← CLI tool to display information about your OS in an aesthetic way\n- [nushell](https://github.com/nushell/nushell) ← new type of shell\n- [Oh My Zsh](https://ohmyz.sh/) ← framework for managing your Zsh configuration\n- [Online Bash Shell](https://www.onlinegdb.com/online_bash_shell) ← online Bash editor\n- [Outrun](https://github.com/Overv/outrun) ← execute a local command using the processing power of another Linux machine\n- [ShellCheck](https://www.shellcheck.net/) ← find bugs in your shell scripts\n- [Starship](https://github.com/starship/starship) ← prompt for any shell ([customize it](https://starship.rs/config/#configuration), e.g. to disable the package module)\n- [tealdeer](https://github.com/dbrgn/tealdeer) ← very fast implementation of tldr in Rust\n- [tree](http://mama.indstate.edu/users/ice/tree/) ← display directories as trees (with optional color/HTML output)\n- [zsh](https://www.zsh.org/) ← shell designed for interactive use, although it is also a powerful scripting language\n- [zsh-autosuggestions](https://github.com/zsh-users/zsh-autosuggestions) ← fish-like autosuggestions for Zsh\n- [zsh-syntax-highlighting](https://github.com/zsh-users/zsh-syntax-highlighting) ← Fish-shell-like syntax highlighting for Zsh\n\n#### devops/mlops\n\n- [aws-cli](https://github.com/aws/aws-cli) ← official Amazon AWS command-line interface\n- [helm](https://helm.sh/) ← package manager for Kubernetes\n- [jq](https://github.com/stedolan/jq) ← CLI JSON processor\n- [k9s](https://k9scli.io/) ← Kubernetes CLI (alternatively, try [Lens](https://k8slens.dev/))\n- [kubectl](https://kubernetes.io/docs/tasks/tools/) ← Kubernetes cluster manager\n- [kustomize](https://kustomize.io/) ← Kubernetes native configuration management\n- [sops](https://github.com/mozilla/sops) ← tool for managing secrets\n- [yq](https://github.com/mikefarah/yq) ← command-line YAML, JSON and XML processor\n\n**[⬆ Back to Contents](#contents)**\n\n## 🤖 LLM\n\n\u003e [!NOTE]\n\u003e For more, visit my [LLM notes](https://pawelcislo.com/knowledge/llm/llm/).\n\n- [aider](https://github.com/paul-gauthier/aider) ← AI pair programming in your terminal\n- [Artificial Analysis](https://artificialanalysis.ai/models) ← comparison of models: intelligence, performance \u0026 price analysis\n- [AutoGen](https://github.com/microsoft/autogen) ← enable next-gen large language model applications\n- [Auto-GPT](https://github.com/Significant-Gravitas/Auto-GPT) ← experimental open-source attempt to make GPT-4 fully autonomous\n- [Chainlit](https://github.com/Chainlit/chainlit) ← UI for chatbots\n- Claude Code\n  - [andrej-karpathy-skills](https://github.com/multica-ai/andrej-karpathy-skills) ← a single CLAUDE.md file from Andrej Karpathy\n  - [caveman](https://github.com/JuliusBrussee/caveman) ← Claude Code skill to keep short responses\n  - [claude-mem](https://github.com/thedotmack/claude-mem) ← persistent context across sessions for every agent\n  - [claude-token-efficient](https://github.com/drona23/claude-token-efficient) ← one CLAUDE.md file to keep short responses\n  - [codegraph](https://github.com/colbymchenry/codegraph) ← pre-indexed code knowledge graph\n  - [mattpocock/skills](https://github.com/mattpocock/skills) ← skills for real engineers from .claude directory\n  - [ponytail](https://github.com/DietrichGebert/ponytail) ← makes your AI agent think like the laziest senior dev in the room\n  - [Skillta](https://skillta.com/) ← instantly deploy expert-level Claude skills, OpenClaw skills and GitHub Copilot skills. Browse, install, and share\n- [CodeRabbit](https://coderabbit.ai/) ← free LLM bot for code reviews\n- [crewAI](https://github.com/joaomdmoura/crewAI) ← framework for orchestrating role-playing, autonomous AI agents (e.g. to plan trip)\n- [Cursor](https://github.com/getcursor/cursor) ← AI-powered code editor based on VS Code\n- [Docling](https://github.com/DS4SD/docling) ← parse documents and export them to the desired format\n- [DocsGPT](https://github.com/arc53/DocsGPT) ← chat with your documentation\n- [gpt-engineer](https://github.com/AntonOsika/gpt-engineer) ← generate an entire codebase based on a prompt\n- [GPT Pilot](https://github.com/Pythagora-io/gpt-pilot) ← dev tool that writes scalable apps from scratch while the developer oversees the implementation\n- [GPT Prompt Attack](https://gpa.43z.one/) ← game to practice prompt injection\n- [Guidance](https://github.com/guidance-ai/guidance) ← preferred over Langchain by **Szymon Maszke**\n- [h2oGPT](https://github.com/h2oai/h2ogpt) ← world's best open source GPT\n- [herdr](https://herdr.dev/) ← runtime environment that keeps coding agents running continuously in the background, persisting across restarts and network interruptions\n- [Jan](https://github.com/janhq/jan) ← open-source alternative to ChatGPT that runs locally\n- [LangChain](https://github.com/hwchase17/langchain) ← framework for building LLM apps\n- [localGPT](https://github.com/PromtEngineer/localGPT) ← private and local chatGPT for chatting with your documents\n- [ODS](https://github.com/Osmantic/ODS) ← turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation\n- [OfficeCLI](https://github.com/iOfficeAI/OfficeCLI) ← Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files\n- [OpenDevin](https://github.com/OpenDevin/OpenDevin) ← open-source project aiming to replicate [Devin](https://www.cognition-labs.com/introducing-devin)\n- [Open Interpreter](https://github.com/KillianLucas/open-interpreter) ← NLP interface terminal app\n- [OpenUI](https://github.com/wandb/openui) ← OpenUI let's you describe UI using your imagination, then see it rendered live\n- [pandas-ai](https://github.com/gventuri/pandas-ai) ← generative AI in Pandas\n- [privateGPT](https://github.com/imartinez/privateGPT) ← interact privately with your documents using the power of GPT, 100% privately, no data leaks\n- [Ragas](https://github.com/explodinggradients/ragas) ← objective metrics, intelligent test generation, and data-driven insights for LLM apps\n- [ScrapeGraphAI](https://github.com/VinciGit00/Scrapegraph-ai) ← python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, etc.)\n- [screenshot-to-code](https://github.com/abi/screenshot-to-code) ← drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)\n- [Skyvern](https://github.com/Skyvern-AI/skyvern) ← automate browser-based workflows with LLMs and Computer Vision\n- [Storm](https://github.com/stanford-oval/storm) ← LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations\n- [SWE-agent](https://github.com/princeton-nlp/SWE-agent) ← takes a GitHub issue and tries to automatically fix it\n- [Tabby](https://github.com/TabbyML/tabby) ← self-hosted AI coding assistant (e.g. to be used in VS Code)\n- [TaskWeaver](https://github.com/microsoft/taskweaver/) ← code-first agent framework for seamlessly planning and executing data analytics tasks\n\n**[⬆ Back to Contents](#contents)**\n\n## 🍎 macOS\n\n\u003e [!NOTE]\n\u003e For more, visit my [macOS notes](https://pawelcislo.com/knowledge/macos/macos/).\n\n- [AirBuddy](https://v2.airbuddy.app/) ← control wireless devices\n- [Alfred](https://www.alfredapp.com/) ← extendable launcher\n- [Amphetamine](https://apps.apple.com/us/app/amphetamine/id937984704) ← keep your screen awake\n- [Automator](https://support.apple.com/en-gb/guide/automator/welcome/mac) ← built-in app to create workflows\n- [Bartender](https://www.macbartender.com/) ← take control of menu bar\n- [BetterSnapTool](https://folivora.ai/bettersnaptool) ← easily manage your window positions\n- [BetterTouchTool](https://folivora.ai/) ← customize various input devices\n- [BetterZip](https://macitbetter.com/) ← next generation of archiving\n- [CleanShot X](https://cleanshot.com/) ← screenshot tool\n  - [Monosnap](https://monosnap.com/) ← free alternative\n- [DevUtils](https://devutils.com/) ← all-in-one toolbox for developers\n  - [DevToysMac](https://github.com/ObuchiYuki/DevToysMac) ← free alternative\n- [espanso](https://espanso.org/) ← cross-platform text expander (you can find my settings [here](https://github.com/pyxelr/my-espanso-config))\n- [Ferdium](https://ferdium.org/) ← all the social apps in one place\n- [HazeOver](https://hazeover.com/) ← fade out background windows\n- [Homebrew](https://brew.sh/) ← package manager for macOS\n- [iStatistica Pro](https://www.imagetasks.com/istatistica/pro/) (with iStatistica Sensors) ← system monitoring\n- [iTerm2](https://iterm2.com/) ← better terminal (you can find my settings [here](https://github.com/pyxelr/my-terminal))\n- [Itsycal](https://www.mowglii.com/itsycal/) ← tiny menu bar calendar\n- [Karabiner-Elements](https://karabiner-elements.pqrs.org/) ← keyboard customizer\n- [Keyboard Maestro](https://www.keyboardmaestro.com/main/) ← macOS automation software\n- [lima](https://github.com/lima-vm/lima) ← launch Linux virtual machines with automatic file sharing and port forwarding (similar to WSL2)\n- [Little Snitch](https://www.obdev.at/products/littlesnitch/index.html) ← host-based application firewall for macOS\n- [mas](https://github.com/mas-cli/mas) ← Mac App Store command line interface\n- [MeetingBar](https://github.com/leits/MeetingBar) ← menu bar calendar\n- Microsoft\n  - [Microsoft Excel](https://apps.apple.com/us/app/microsoft-excel/id586683407) ← my favourite spreadsheet editor\n  - [Microsoft Outlook](https://apps.apple.com/us/app/microsoft-outlook/id951937596) ← my favourite e-mail client\n  - [Microsoft PowerPoint](https://apps.apple.com/us/app/microsoft-powerpoint/id586449534) ← my favourite slideshow creator\n  - [Microsoft Word](https://apps.apple.com/us/app/microsoft-word/id586447913) ← my favourite document editor\n- [New File Menu](https://apps.apple.com/us/app/new-file-menu/id1064959555?mt=12) ← create new files via Finder\n- [Numi](https://numi.app/) ← beautiful calculator\n- [Objective-See’s Tools](https://objective-see.org/tools.html) ← free, open-source, tools to secure your Mac\n- [Orbstack](https://orbstack.dev/) ← faster alternative for Docker Desktop\n- [PDF Reader Pro](https://www.pdfreaderpro.com/mac) ← best PDF editor as per [this comparison](https://docs.google.com/spreadsheets/d/1pCt75tHayO_QJO2swREcZEgAFEhrm9-3pnDogh5kpRM/)\n- [QSpace Pro](https://qspace.awehunt.com/en-us/index.html) ← more advanced Finder\n- [Raycast](https://www.raycast.com/) ← alternative to Alfred\n- [Sloth](https://github.com/sveinbjornt/Sloth) ← show all open files, directories, sockets, pipes and devices in use by all running processes\n- [SoundSource](https://rogueamoeba.com/soundsource/) ← advanced audio controls\n- [System Color Picker](https://apps.apple.com/pl/app/system-color-picker/id1545870783?mt=12) ← built-in color picker\n- [Timer RH](https://red-hot-timer-for-mac-os-x.3bitlab.com/) ← timer/stopwatch app\n- [Tinker Tool](http://www.bresink.com/osx/TinkerTool.html) ← adjust hidden OS features, e.g. to disable animation on hiding/showing dock\n- [Transmit](https://panic.com/transmit/) ← upload, download, and manage files on tons of servers\n- [UnnaturalScrollWheels](https://github.com/ther0n/UnnaturalScrollWheels) ← invert scroll direction for mouse \u0026 trackpad\n- [Warp](https://www.warp.dev/) ← modern terminal reimagined with AI (you can find my settings [here](https://github.com/pyxelr/my-terminal))\n- [Xcode Command Line Tools](https://mac.install.guide/commandlinetools/index.html) ← tools for software developers that run on the command line\n- [Zed](https://github.com/zed-industries/zed) ← open-source code editor written in Rust (my replacement for Sublime Text)\n\n**[⬆ Back to Contents](#contents)**\n\n## ➗ Math\n\n\u003e [!NOTE]\n\u003e For more, visit my [Statistics notes](https://pawelcislo.com/knowledge/math/statistics/).\n\n### learn\n\n- [Become a Calculus Master](https://www.udemy.com/calculus1/) ← Udemy course of three parts\n- [Better Explained](https://betterexplained.com/calculus/) ← free calculus course\n- [Calculus for Beginners and Artists](http://www-math.mit.edu/~djk/calculus_beginners/index.html) ← free online book\n- [Calculus For The People -- Season 1](https://www.geogebra.org/m/x39ys4d7) ← free online book with interactive elements\n- [Example Problems](http://www.exampleproblems.com/wiki/index.php/Main_Page) ← example problems with solutions in a Wiki format\n- [immersive linear algebra](http://immersivemath.com/ila/index.html) ← free interactive online book\n- [Interactive Linear Algebra](https://textbooks.math.gatech.edu/ila/index.html) ← free online textbook at Georgia Tech\n- [Mathematics For Machine Learning](https://mml-book.github.io/) ← free book in a PDF format\n- [Mathigon](https://mathigon.org/) ← interactive math online\n- [Math is Fun](https://www.mathsisfun.com/) ← easy mathematical explanations\n- [OnlineStatBook](http://onlinestatbook.com/2/index.html) ← easy-to-understand book about math (in my opinion). It is best to go through the online version as it contains some exercises\n\n### tools\n\n- [Desmos](https://www.desmos.com/calculator) ← 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))\n- [Manim](https://github.com/3b1b/manim) ← generate explanatory animations for your math videos (created by [3blue1brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw))\n- [Mathway](https://www.mathway.com/Algebra) ← algebra problem solver\n- [Symbolab](https://www.symbolab.com/) ← step-by-step solver\n- [WolframAlpha](https://www.wolframalpha.com/) ← ultimate online calculator\n\n**[⬆ Back to Contents](#contents)**\n\n## 📱 Mobile Apps\n\n\u003e [!NOTE]\n\u003e For more, visit my [Android notes](https://pawelcislo.com/knowledge/mobile/android/).\n\n- [ADB AppControl](https://appcontrol.neocities.org/index_en.html) ← manage applications on your android device using your PC and adb\n- [AdGuard](https://adguard.com/en/products.html) ← get rid of intrusive ads and online tracking\n- [Algorithms: Explained and Animated](https://play.google.com/store/apps/details?id=wiki.algorithm.algorithms) ← great representation of various algorithms\n- [AnkiDroid Flashcards](https://play.google.com/store/apps/details?id=com.ichi2.anki) ← learn any topic using active learning and spaced repetition. Make sure to [check out my own decks](https://github.com/pyxelr/my-anki-decks-of-flashcards)\n- [Aurora Store](https://gitlab.com/AuroraOSS/AuroraStore) ← unofficial FOSS client to Google Play. Download apps without logging in with Google account, or detect deep sleep apps for update\n- [AZ Screen Recorder](https://play.google.com/store/apps/details?id=com.hecorat.screenrecorder.free) ← best free screen recorder (though, I have switched to Android's built-in \"Screen recorder\")\n- [Backdrops](https://backdrops.io/) ← my favorite high-quality wallpaper app\n- [Blokada](https://blokada.org/) ← free and open source ad blocker for Android\n- [Brilliant](https://brilliant.org/) ← replace lecture videos with hands-on, interactive problem solving\n- [Calmaria](https://calmaria.app/) ← focus / breathe / relax\n- [Chess King (Learn Tactics \u0026 Solve Puzzles)](https://learn.chessking.com/) ← collection of chess education courses\n- [Codeanywhere](https://codeanywhere.com/) ← online/Android IDE\n- [Cymath - Math Problem Solver](https://www.cymath.com/) ← step-by-step problem solver\n- [Elevate](https://www.elevateapp.com/) ← used daily can significantly improve math, reading, writing, speaking, and listening\n- [Enki](https://www.enki.com/) ← learn data science, coding, and stay on top of tech trends\n- [File Manager Plus](https://play.google.com/store/apps/details?id=com.alphainventor.filemanager) ← my favourite file manager\n- [Flutter](https://github.com/flutter/flutter) ← build apps quick and easily\n- [Foreca](https://www.foreca.com/) ← weather forecast\n- [Good Lock](https://galaxystore.samsung.com/detail/com.samsung.android.goodlock?langCd=pl) ← tweak Samsung Galaxy UI\n  - Home Up ← modify recent apps\n  - NavStar ← minimize the navigation bar\n  - NotiStar ← manage notifications history\n  - QuickStar ← redesign Quick panel UI\n  - RegiStar ← launch flashlight with a power button\n  - Sound Assistant ← expand audio settings\n  - Theme Park ← change icon\n- [Google Lens](https://lens.google/) ← search what you see\n- [Harmonic for Hacker News](https://play.google.com/store/apps/details?id=com.simon.harmonichackernews) ← great-looking tech news that I can read for hours\n- [HiPER Calc Scientific Calculator](https://hiperdevelopment.wixsite.com/hipercalc-android) ← high-precision scientific calculator\n- [InShot](https://inshot.com/) ← most advanced video editor\n- [KinScreen](https://play.google.com/store/apps/details?id=com.teqtic.kinscreen) ← app and widget to keep the screen on\n- [Kivy](https://kivy.org/#home) ← create cross-platform apps (in Python). You might also consider [BeeWare](https://pybee.org/)\n- [lichess](https://play.google.com/store/apps/details?id=org.lichess.mobileapp) ← best open-source free chess\n- [Listen Audiobook Player](https://play.google.com/store/apps/details?id=com.acmeandroid.listen) ← my favourite Audiobook Player\n- [MACE](https://github.com/XiaoMi/mace) ← mobile AI compute engine (deep learning inference framework optimized for mobile heterogeneous computing platforms)\n- [Mathlab Graphing Calculator](https://www.mathlab.app/) ← scientific, graphing, fraction and matrix calculator in one app\n- [MMKV](https://github.com/Tencent/MMKV) ← efficient, small mobile key-value storage framework developed by WeChat. Works on iOS and Android\n- [Mobile Verification Toolkit](https://github.com/mvt-project/mvt) ← forensic tool to look for signs of infection in smartphone devices\n- [Network Analyzer](https://techet.net/netanalyzer/) ← network analysis, scanning and problem detection\n- [One Calendar](https://www.onecalendar.nl/) ← manage all your calendars on all your devices\n- [Paprika](https://github.com/GeoffreyHecht/paprika) ← toolkit to detect some code smells in analysed Android applications\n- [PHONK](https://phonk.app/) ← write code on your pc and see immediate results on your phone\n- [Pocket Casts](https://www.pocketcasts.com/) ← my favourite Podcast Player\n- [Polish](https://play.google.com/store/apps/details?id=photo.editor.photoeditor.photoeditorpro) ← most advanced photo editor\n- [PulltoRefresh.js](https://www.boxfactura.com/pulltorefresh.js/) ← plugin for pull-to-refresh needs in your webapp\n- [Pydroid 3](https://play.google.com/store/apps/details?id=ru.iiec.pydroid3) ← Python 3 IDE for Android\n- [Puzzlerama](https://play.google.com/store/apps/details?id=com.leodesol.games.puzzlecollection) ← stock of puzzles\n- [scrcpy](https://blog.rom1v.com/2018/03/introducing-scrcpy/) ← display and control Android devices connected on USB\n- [Seal](https://github.com/JunkFood02/Seal) ← yt-dlp as an Android app\n- [Simon Tatham's Puzzles](https://play.google.com/store/apps/details?id=name.boyle.chris.sgtpuzzles) ← mobile implementation of the [web-based collection](https://www.chiark.greenend.org.uk/~sgtatham/puzzles/) of one-player puzzle games\n- [SoloLearn](https://www.sololearn.com/) ← mobile programming university\n- [Statinfer](https://apkpure.com/statinfer-%E2%80%93-learn-data-science/com.learn.statinfer1) ← quiz app to test your data science skills (ML, DL, tools, interview questions, etc.)\n- [Termux](https://termux.com/) ← Android terminal emulator and Linux environment app ([my setup](https://github.com/pyxelr/my-terminal?tab=readme-ov-file#-termux))\n- [Tool-X](https://github.com/Mikaelson-1/Rajkumardusad-) ← kali linux hacking Tool installer (requires Termux)\n- [Twilight](https://twilight.urbandroid.org/) ← blue light filter (though, I prefer Android's built-in \"Eye comfort shield\")\n- [Universe in a Nutshell](https://shop-eu.kurzgesagt.org/products/universe-in-a-nutshell-app) ← Wait but Why and Kurzgesagt version of the online [Scale of the Universe 2](https://htwins.net/scale2/)\n- [UserLAnd](https://github.com/CypherpunkArmory/UserLAnd) ← run a Linux distribution or application on Android (without root)\n- [What Web Can Do Today](https://whatwebcando.today/) ← open this with your mobile browser to check what technologies is it capable of\n- [WiGLE WiFi Wardriving](https://play.google.com/store/apps/details?id=net.wigle.wigleandroid) ← open source network observation, positioning, and display client from the world's largest queryable database of wireless networks\n- [Winlator](https://winlator.org/index.php) ← Android application that lets you to run Windows (x86_64) applications with [Wine](https://www.winehq.org/) and [Box86/Box64](https://github.com/ptitSeb)\n- [Yanosik](https://play.google.com/store/apps/details?id=pl.neptis.yanosik.mobi.android\u0026hl=pl) ← navigation for Polish roads that provides real-time alerts about police patrols, speed checks, accidents. You can use it in Android Auto in the background, while using Google Maps\n- [YouTube ReVanced](https://github.com/ReVanced/revanced-manager) ← official replacement for YouTube Vanced\n\n**[⬆ Back to Contents](#contents)**\n\n## 🎶 Music\n\n\u003e [!NOTE]\n\u003e For more, visit my [Music notes](https://pawelcislo.com/knowledge/music/music/).\n\n### DAW\n\n- [Ableton](https://www.ableton.com/en/)\n- [FL Studio](https://www.image-line.com/flstudio/) ← my favourite choice with lots of online tutorials. Can be highly extended with multiple plugins\n\n### learn\n\n- [academy.fm](https://academy.fm/) ← lots of online courses\n- [ADSR](https://www.adsrsounds.com/courses/) ← learn Serum, Reaktor, Massive, etc.\n- [Beatboxing for kids](https://beatboxingforkids.fun/) ← teach your kids beatboxing using everyday words\n- [Learn music with Ableton](https://learningmusic.ableton.com/index.html) ← interactively in your browser\n  - [Learning Synths](https://learningsynths.ableton.com/get-started)\n- [Melodics](https://melodics.com/) ← interactive desktop software\n- [Pianu](https://pianu.com/) ← online interactive piano\n- [Playground Sessions](https://www.playgroundsessions.com/) ← my personal favorite app to learn piano\n- [Simply Piano](http://www.joytunes.com/simply-piano) ← mobile app that listens to the sound through a microphone\n- [Synthesia](https://www.synthesiagame.com/) ← game that can help you learn how to play the piano using falling notes\n\n### listen\n\n- [Brain.fm](https://www.brain.fm/) ← music to improve focus\n- [defonic](https://defonic.com/) ← create immersive soundscape\n- [Endel](https://play.endel.io/) ← personalized soundscapes to help you focus, relax, and sleep. Backed by neuroscience\n- [Last.fm](http://www.last.fm/) ← track your scrobbles. Make sure to [follow me](https://www.last.fm/user/Pyxelr)!\n- [lofi.cafe](https://lofi.cafe/) ← online radio to focus and relax\n- [lofi generator](https://lofigenerator.com/) ← algorithmically generate royalty-free lofi hip-hop\n- lofi hip hop radio ← live YouTube transmission of background music for your studying sessions\n  - [beats to relax/study to](https://www.youtube.com/watch?v=hHW1oY26kxQ)\n  - [beats to sleep/chill to](https://www.youtube.com/watch?v=EcEMX-63PKY)\n- [Moodil](https://www.moodil.com/) ← nature sounds\n- [musicForProgramming](http://musicforprogramming.net/) ← series of mixes intended for listening while '+task+' to aid concentration\n- [myNoise](https://mynoise.net/) ← create beautiful noises to mask the noises you don’t want to hear\n- [Noises.online](https://noises.online/) ← premium masking sounds\n- [Poolsuite FM](https://poolsuite.net/) ← the chillest place online: a place where it's perpetually the summer of 1997 (probably my favourite radio)\n- [Radio Garden](http://radio.garden/) ← listen to thousands of radio stations from the world using a Google Earth-based menu\n- [SoundCloud](https://soundcloud.com/) ← find lots of indie music and upload your own. Make sure to [follow me](https://soundcloud.com/pyxelr)!\n- [Spotify](https://www.spotify.com/) ← stream music online\n\n### sample packs\n\n- [ADSR](https://www.adsrsounds.com/) ← sample packs + music courses\n- [BBC Sound Effects](http://bbcsfx.acropolis.org.uk/) ← 16000 BBC Sound Effects in WAV format\n- [Cymatics.fm](https://cymatics.fm/pages/free-download-vault) ← 1000’s of free samples, presets, and more\n- [Loopmasters](https://www.loopmasters.com/) ← different types of samples: one shots, loops, construction kits (samples combined for one particular song)\n- [SoundPacks](https://soundpacks.com/) ← comprehensive source for free sample packs, drum kits, loop packs, and preset packs\n\n### tools\n\n- [alda](https://alda.io/) ← text-based programming language for music composition\n- [Bongo Cat](https://bongo.cat/) ← hit the bongos like Bongo Cat!\n- [Chrome Music Lab](https://musiclab.chromeexperiments.com/) ← website that makes learning music more accessible through fun, hands-on experiments\n- [DeepJ](https://github.com/calclavia/DeepJ) ← AI to compose piano music in real-time\n- [drumbit](https://drumbit.app/) ← online drum machine\n- [Every Noise at Once](http://everynoise.com/engenremap.html) ← map of music styles (play each style with a single click)\n- [Jukeblocks](https://jukeblocks.io/) ← song structure generator, that generates the tracks, song sections and composition/arrangement of a song\n- [Ludotune](https://ludotune.com/) ← make music with 3D blocks\n- [Music Grid](https://music-grid.surge.sh/) ← turn on sound, tap on the grid\n- [Music Maker](https://www.sentient.ai/sentient-labs/ea/lstm-music/) ← with the use of AI\n- [noise.sh](https://noise.sh/) ← digital signal processing spreadsheet for sound design\n- [Roland50 Studio](https://roland50.studio/) ← online music creation platform by Yuri Suzuki and Roland\n- [SOUL](https://soul.dev/) ← IDE and language to make music\n- [Spleeter](https://github.com/deezer/spleeter) ← extract acapella from the song using AI ([demonstration video](https://youtu.be/JIR6HJISrtY?si=IBaDlkAyzKlbkmQq))\n- [The Infinite Drum Machine](https://experiments.withgoogle.com/ai/drum-machine/view/) ← create beats using sounds from the everyday world\n\n**[⬆ Back to Contents](#contents)**\n\n## 📧 Newsletters\n\n- [AI News](https://buttondown.email/ainews) ← daily summary of AI discords + top Twitter accounts\n- [Awesome Newsletters](https://github.com/zudochkin/awesome-newsletters) ← curated list of awesome newsletters\n- [Bullets.news](https://bullets.news/) ← scientific papers summarized in a few bullet points\n- [Dane i Analizy](https://blog.prokulski.science/) (🇵🇱) ← ML, AI, devops, data analysis, Python and R\n- [Data Elixir](https://dataelixir.com/) ← weekly dose of the top data science picks from around the web. Covering machine learning, data visualization, analytics, and strategy\n- [Data Science Weekly](https://www.datascienceweekly.org/) ← featuring curated news, articles and jobs related to Data Science. You can read the [archive](https://www.datascienceweekly.org/newsletters) at any time\n- [DEV Community](https://dev.to/settings/notifications) ← weekly newsletter of top 7 posts (activate in settings of your account)\n- [GitHub Trending Repos](https://github.com/vitalets/github-trending-repos) ← subscribe to weekly/daily sets of trending repositories from different languages\n- [Hacker News Daily](https://www.hackernewsdaily.com/) ← daily newsletter of best posts from Hacker News with AI summarizations\n  - [hackernews-daily-digest](https://github.com/pyxelr/hackernews-daily-digest) ← my free, self-hosted recreation of it (GitHub Actions + Gemini + Gmail SMTP), built after the original stopped working\n- [Hacker Newsletter](https://hackernewsletter.com/) ← weekly newsletter of best posts from Hacker News\n- [Highbrow](https://gohighbrow.com/) ← choose a topic to learn and receive a daily message\n- [Infopigula](https://infopigula.pl/) (🇵🇱) ← the most important Polish/global news in a nutshell\n- [Inside](https://inside.com/) ← daily newsletters on different topics. For example, check out [Inside AI](https://inside.com/ai)\n- [James Clear](https://jamesclear.com/newsletter) ← apply better habits in your life (from the author of Atomic Habits)\n- [KubeWeekly](https://www.cncf.io/kubeweekly/) ← weekly newsletter for all things Kubernetes and beyond\n- [learnbyexample weekly](https://learnbyexample.gumroad.com/l/learnbyexample-weekly) ← CLI, Python, Regular Expressions, Vim, etc.\n- [Machine Learning Ops Roundup](https://mlopsroundup.substack.com/) ← bringing together the best articles, news and papers about MLOps\n- [Morning Cup of Coding](https://morningcupofcoding.com/) ← daily programming newsletter featuring long-form technical articles of all fields of software engineering\n- [Papers with Code](https://paperswithcode.com/newsletter) ← stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets\n- [Podcast Notes](https://podcastnotes.org/) ← summary of podcasts in a few bullet points\n- [Product Hunt Daily](https://www.producthunt.com/newsletter) ← a daily digest of the best of Product Hunt, created by your friends\n- [Superhuman](https://www.superhuman.ai/) ← popular AI newsletter\n- [The Batch](https://read.deeplearning.ai/the-batch/) ← stay updated with weekly AI News and Insights from DeepLearning.AI\n- [The Data Science Roundup](http://roundup.fishtownanalytics.com/) ← internet's most useful data science articles\n- [The Overflow](https://stackoverflow.blog/newsletter/) ← newsletter by developers, for developers\n- [TLDR Newsletter](https://tldr.tech/) ← daily 5-minute e-mails on selected categories (AI, DevOps, IT, ...)\n- [unknowNews](https://unknow.news/) (🇵🇱) ← weekly newsletter. Check its [archive](https://news.mrugalski.pl/) or [search engine](https://www.uw7.org/szukaj/) for the past issues\n- [Unreadit/Tech](https://unreadit.com/n/tech/) ← Reddit content on tech\n\n**[⬆ Back to Contents](#contents)**\n\n## 🎧 Podcasts\n\n\u003e [!TIP]\n\u003e I recommend listening to all podcasts through [Pocket Casts web/mobile app](https://www.pocketcasts.com/).\n\n### business\n\n- [Akademia.pl](https://anchor.fm/akademia) (🇵🇱) ← podcast for new entrepreneurs\n- [Life Hacking Podcast](https://www.spreaker.com/show/life-hacking-podcast) (🇵🇱) ← develop your mind\n- [MiroBurn Show](https://anchor.fm/miroburn) (🇵🇱) ← main podcast by MiroBurn\n- [Przygody Przedsiębiorców](https://soundcloud.com/przygodyprzedsiebiorcow) (🇵🇱) ← interviews with entrepreneurs\n- [Startup my Way](https://startupmyway.com/) (🇵🇱) ← SaaS, startups, tech, future\n- [Ted Talks Business](https://www.ted.com/talks?topics%5B%5D=business)\n- [The Diary Of A CEO](https://stevenbartlett.com/doac/) ← Steven Bartlett interviews entrepreneurs, scientists, and experts about business, life, and success\n- [Więcej niż oszczędzanie pieniędzy](https://jakoszczedzacpieniadze.pl/podcast) (🇵🇱) ← how to spend money the right way\n\n### cybersecurity\n\n- [Breaking Badness](https://www.domaintools.com/resources/podcasts) ← where timely and relevant security news meets ninja jokes and sit-down comedy\n- [Cyber Security Headlines](https://cisoseries.com/category/podcast/cyber-security-headlines/) ← six-minute news podcast available every weekday\n- [Daily Information Security Podcast (\"StormCast\")](https://isc.sans.edu/podcast.html) ← daily 5-10 minute information security threat updates\n- [Darknet Diaries](https://darknetdiaries.com/) ← true stories from the dark side of the internet\n- [Digital Forensic Survival Podcast](https://digitalforensicsurvivalpodcast.com/) ← computer forensic analysis, techniques, methodology, tool reviews and more\n- [Kacper Szurek](https://security.szurek.pl/) (🇵🇱) ← overview of the latest security news\n- [Malicious Life](https://malicious.life/) ← history of cybersecurity, with comments and reflections by real hackers\n- [Na Podsłuchu - Niebezpiecznik.pl](https://www.spreaker.com/show/na-podsluchu-niebezpiecznik-pl) (🇵🇱) ← discussions of different cybersecurity topics\n- [The Privacy, Security, and OSINT Show](https://inteltechniques.com/podcast.html) ← weekly podcast presents ideas to help you become digitally invisible, stay secure from cyber threats, and make you a better online investigator\n- [The Social-Engineer Podcast](http://www.social-engineer.org/category/podcast/) ← podcast on social engineering\n\n### data science\n\n- [Biznes Myśli](https://www.spreaker.com/show/biznes-mysli) (🇵🇱) ← AI podcast by Vladimir\n- [DataEvangelists](https://www.spreaker.com/show/dataevangelists) (🇵🇱) ← 1st Polish podcast on data science\n- [Data Framed](https://www.datacamp.com/community/podcast) ← from DataCamp creators\n- [Lex Fridman Podcast](https://lexfridman.com/podcast/) ← AI talks with top engineers\n- [Practical AI](https://changelog.com/practicalai) ← making artificial intelligence practical, productive, and accessible to everyone\n- [Python Bytes](https://pythonbytes.fm/) ← weekly podcast on Python\n- [Talk Python To Me](https://talkpython.fm/) ← podcast on Python and related technologies\n- [The Numberphile podcast](https://www.numberphile.com/podcast/) ← fall in love with numbers\n- [Ubuntu AI](https://podcastsbycanonical.buzzsprout.com/share) ← about the impact of artificial intelligence, machine learning and data science\n\n### devops/mlops\n\n- [DevOps and Docker Talk](https://podcast.bretfisher.com/) ← interviews and audience Q\u0026A from Bret Fisher's YouTube Live show and other chats with friends in the world of cloud na","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/pyxelr%2Frecommendations-for-engineers/projects"}