awesome-learning-collections

✨ A curated list of awesome learning collections on various topics.
https://github.com/johnpaulada/awesome-learning-collections

Last synced: 1 day ago
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Computer Science
- Google Tech Dev Guide - *Grow Your Technical Skills with Google*.
- Open Source Society University Computer Science Path - Teach yourself Computer Science without spending a dime.
- Lib4Dev Algorithms Topic - Algorithm-related repos on GitHub listed by Lib4Dev.
- Visualgo - *Visualising data structures and algorithms through animation.*
- Khan Academy Computing Courses - A couple of free courses on Computing by Khan Academy.
- The Bit Theories - 3-minute computer science reads.
- Operating Systems: Three Easy Pieces - Free book on Operating Systems.
- Computer Science: A Full Bachelor Curriculum - *This board is a collection of free online courses that will provide you with the same knowledge that you would otherwise receive by earning a full Bachelor of Science in Computer Science from one of the top technical universities in the world.*
- Data Structures and Algorithms Problems - A list of DS and algorithm problems you can do in any language.
- Competitive Programming Curriculum - A list of resources for learning competitive programming.
- Competitive Programming Worksheet - A spreadsheet with exercises and learning resources for competitive programming.
- Base CS - *Exploring the basics of computer science, every Monday, for a year.*
- Geeks For Geeks - *A computer science portal for geeks.*
- Algorithms, etc. - *Algorithms notes by [Jeff Erickson](http://www.cs.illinois.edu/~jeffe).*
- Coding Interview Topic on Github
- Competitive Programming Topic on Github
- Interview repo by @andreis - *Everything you need to prepare for your technical interview.*
- Interview Topic on Github
- Algorithm Topic on Github
- CS Dojo - Learning CS concepts and coding interviews from YK Sugishita.
- Classpert Online Course Search - *Find and compare online courses from multiple e-learning platforms. Focus on Computer Science Courses*
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- Coding Interview University - A pretty comprehensive checklist of things to learn and review to prepare for a coding interview.
- Computer Science Courses with Video Lectures - *List of Computer Science courses with video lectures*.
- Tech Interview Megarepo - Study materials for technical interviews.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
- The Bit Theories - 3-minute computer science reads.
Data Science
- My Alcamy Data Science Library - An Alcamy library for learning data science, curated by me.
- Awesome Data Science - A curated list of resources for learning Data Science.
- TensorFlow World Resources - *Organized & Useful Resources about Deep Learning with TensorFlow.*
- Data Science Cheatsheets - Learn data science tools by checking out these cheatsheets.
- Kaggle Learn - Learn Hands-On Machine Learning, Deep Learning, and more!
- Learn with Google AI - *Educational resources from machine learning experts at Google.*
- Fast.ai - Practical Deep Learning For Coders - *Learn how to build state of the art models without needing graduate-level math—but also without dumbing anything down.*
- Fast.ai - Cutting Edge Deep Learning For Coders - *Learn the latest developments in deep learning, how to read and implement new academic papers, and how to solve challenging end-to-end problems such as natual language translation.*
- Fast.ai - From Deep Learning Foundations to Stable Diffusion - Fast.ai's 2022 course that teaches Deep Learning up to the Stable Diffusion level.
- Facebook AI - Facebook's AI Tools.
- Made with ML - All about MLOps.
- Data Engineering Wiki - *A collection of recommended resources by other Data Engineers.* Learning list from the Data Engineering subreddit.
- Official TensorFlow Learning Resources - *A collection of resources of learning TensorFlow directly from the official TensorFlow website.*
- Data Mesh Architecture - A resource on how to implement Data Mesh in general, with links to resources for learning more.
- Data Science Cheatsheets - Learn data science tools by checking out these cheatsheets.
Web Development
- Frontend Development Bookmarks - *A badass list of frontend development resources I collected over time.*
- What Do I Need to Know to Ace a JavaScript Interview? - A collection of resources for learning JS to ace an interview.
- Frontend Dev Bookmarks - *Manually curated collection of resources for frontend web developers.*
- BestOfJS Learning Resources - GitHub repos for JavaScript learning.
- HTML Reference - *A free guide to HTML.*
- CSS Reference - *A free guide to CSS.*
- Web Design in 4 Minutes - A short interactive tutorial that teaches web design.
- PHP: The Right Way - A collection of PHP best practices.
- W3Schools How Tos - Collection of tutorials by W3Schools.
- Upskill Essential Web Development Course - Learn to build full stack web apps for free.
- Mozilla Developer Network Docs - *Resources for developers, by developers.*
- 30 Seconds of Code - *Curated collection of useful JavaScript snippets that you can understand in 30 seconds or less.*
- Best of JS - *Check out the most popular open-source projects and the latest trends about the web platform and node.js.*
- Interneting Is Hard But It Doesn't Have To Be - Friendly web development tutorials for complete beginners for Free.
- Exploring JS - In-depth online books on JavaScript by Dr. Axel Rauschmayer. Free as in beer.
- ES6 Katas - *Learn ES6 by doing it. Fix failing tests. Keep all learnings.*
- React Bots - *A compilation of React Patterns, techniques, tips and tricks.*
- Glitch Web Starter Kit - *A free, 4-part video course with interactive code examples to learn to make a website using HTML, JS, CSS and Node.js.*
- Glitch React Starter Kit - *A free, 5-part video course with interactive code examples that will help you learn React.*
- Front-End-Wizard - *A collection of front end resources, tutorials, codepens and articles.*
- Modern JavaScript - *How it's done now. From the basics to advanced topics with simple, but detailed explanations.*
- Cloud Native Landscape - All the popular software for working in the cloud.
- HEAD - *A free guide to <head> elements.*
- Frontend Performance Checklist - Improve your frontend web performance. Download PDF from the link.
- Awesome Prisma - An awesome collection of Prisma resources from the GraphCool people themselves.
- Real World Apps - *See how the exact same Medium.com clone (called Conduit) is built using any of our supported frontends and backends. Yes, you can mix and match them, because they all adhere to the same API spec 😮😎*.
- Learn Storybook - *Learn Storybook to create bulletproof UI components as you build an app UI from scratch.*
- Frontend Masters' Frontend Handbook - *This is a guide that anyone could use to learn about the practice of front-end development.*
- RxJS Docs - A separate, *pretty official* RxJS docs website.
- Front-end Design Checklist - *The Design Checklist for Creative Web Designers and Patient Front-End Developers.*
- Node Best Practices - A list of best practices in Node and its ecosystem.
- Scaler Topics - Free Programming Tutorials
- Frontend Masters' Frontend Handbook - *This is a guide that anyone could use to learn about the practice of front-end development.*
Software Development
- FreeCodeCamp Guides - Articles about programming from FreeCodeCamp and the community.
- Lib4Dev Books - Books hosted on GitHub listed by Lib4Dev.
- GitHub Collections - *Curated lists and insight into burgeoning industries, topics, and communities.*
- Github Topics - A list of top topics and their corresponding resources on GitHub.
- One Click to be Pro - *A list of the best resources to help you become a pro.*
- QuickCode - *A list of free courses to learn any programming language.*
- DevFreeBooks - *A collection of free books for developers.*
- Goal Kicker Free Programming Books - *Programming Notes for Professionals books.*
- Awesome List of Top Github Repos - *Curated List of Awesome Github Topics.*
- Ebook Foundation Free Programming Books - A list of freely available programming books.
- *You Don't Need* Github Repo - A collection of *You Don't Need* repos like *You Don't Need Javascript*.
- Enlight - Learn to program by building projects.
- Linux Journey - *Learn the ways of Linux-fu, for free.*
- Exercism - Level up your programming skills by solving problems in over 30 languages.
- Google Codelabs - Step by step coding guides from Google.
- List.community - *List.community is an easy way to
- Rico's Cheatsheets - A bunch of beautiful cheatsheets.
- Learn X in Y Minutes - Learn most of a language's syntax in one program.
- Hackr - *Find the Best programming Courses & Tutorials.*
- Daily Programmer on Reddit - Great daily programmer challenges on Reddit.
- Design Patterns for Humans - Learn design patterns without the blood, sweat, and tears.
- Codemy - *Our goal is to provide quality, free and / or highly accessible content that anyone can use to build or grow their skills.*
- Essential Image Optimization - A modern guide to image optimization.
- The Bash Guide - *A quality-driven guide through the shell's many features.*
- Build your own X - Build your own language, server, database, etc. in order to understand them.
- Play With Kubernetes Classroom - *The Play with Kubernetes classroom is a new site provided by Docker that helps you get hands-on experience using Kubernetes.*
- Build your own X - Build your own language, server, database, etc. in order to understand them.
- List.community - *List.community is an easy way to
Languages
- Go 101 - Learn Go.
- Gophercises - *Coding exercises for budding Gophers*.
- Just for Func - A YouTube channel dedicated to Go programming.
- Try Haskell - Learn Haskell interactively in 5 minutes.
- Clojure-script.org - An unofficial guide to ClojureScript.
- Project-based Learning in C - Learn C by building projects.
- Project-based Learning - Learn languages by building projects.
Design
- UI Patterns - Great collection of UI design patterns and when to use them.
- Good User Interface - What makes a good user interface?
- CSS Grid - *Learn CSS Grid with Wes Bos in 25 pretty good videos.*
- Good User Interface - What makes a good user interface?
Game Development
- Game Programming Patterns - A collection of game programming patterns.
- Amit's Game Programming Info - Game Programming Gems.
Security
- SecurityTube - YouTube for Computer Security Videos
- Hacker 101 - *Hacker101 is a free class for web security.*
Cryptocurrency
- Cryptominded - *A curated directory of the best cryptocurrency resources.*
Business
- Buffer's Social Media Academy - *Up your social media marketing game, one article at a time.*
- Marketing for Engineers - *A curated collection of marketing articles & tools to grow your product.*
- Google Primer - *Bite-sized lessons to better your business.*
Others
- Grow with Google - *Free training, tools, and events to help you grow your skills, career, or business.*
- Classroomies - *Watch & discuss pre-recorded Startup & CS lectures from Stanford together, in real-time.*
- Where is Sci-Hub? - Tells you where Sci-Hub is hosted right now.
- Learrrn - A curated list of hand-picked learning resources.
- Explorable Explanations - A collection of interactive learning resources.
- Learn Anything - *the platform for knowledge discovery that helps you understand any topic through the most efficient paths, as voted by the community.*
- Pretty Awesome Lists - A pretty collection of awesome lists.
- Courseroot - *The biggest database of online courses for you to filter through based on price, difficulty, certificate quality, and more.*
- YouTube Creator Academy - Learn how to be a great YouTube content creator.
- Product Hunt Curated Resources - Curated resource lists showcased in Product Hunt.
- Wisdom Curated - A curated list of learning resources about life.
- Boundless - Free legit textbooks.
- Ivy League MOOCs - A collection of free courses from Ivy League Universities.
- Bookicious Collections - Book recommendations of famous tech giant founders and CEOs.
- Bookcelerator - Top books that will make you smarter.
- LightNote - Interactive music theory lessons.
- Wikibooks by Subject - Free books on different subjects.
- 150+ Educational Websites form Lifelong Learners - A list of learning websites.
- Physics Travel Guide - *The Physics Travel Guide is a tool that makes learning physics easier.*
- Mind Expanding Books - *Books that will blow your mind.*
- Courseroot - *The biggest database of online courses for you to filter through based on price, difficulty, certificate quality, and more.*
- Athena - *Athena is a community-curated repository of 🔥 learning resources.*

Programming Languages

JavaScript 1

ecosyste.ms

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awesome-learning-collections

Computer Science

Data Science

Web Development

Software Development

Languages

Design

Game Development

Security

Cryptocurrency

Business

Others