mirror of
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made subsections in dev-tools
WIP. reordering within the subsections and changing desc is left. also some subsections have few links but are big enough topics that they would fill up quickly now that people can see whats missing.
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# ► Learning / Cheat Sheets
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## ▷ General Resources
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* ⭐ **[StackOverflow](https://stackoverflow.com/)** / [Frontend](https://code.whatever.social/), [DecodingDevOps](https://www.decodingdevops.com/) or [Stack Roboflow](https://stackroboflow.com/) - Developer Q&A
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* ⭐ **[The Odin Project](https://www.theodinproject.com/)** - Web Dev Tutorials / Courses
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* ⭐ **[O'Reilly](https://www.oreilly.com/)** - Tech / Programming / Courses / [Infinite Trial](https://pastebin.com/aJ4v55ae)
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* ⭐ **[freeCodeCamp](https://www.freecodecamp.org/)** - Programming / Courses / Interactive [Archive](https://github.com/nbats/FMHYedit/blob/main/base64.md#freecodechamp-archive) / [GitHub](https://github.com/freeCodeCamp/freeCodeCamp)
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* ⭐ **[freeCodeCamp](https://www.freecodecamp.org/)** - Programming / Courses / Interactive [Archive](https://github.com/nbats/FMHYedit/blob/main/base64.md#freecodechamp-archive)
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* ⭐ **[30 Seconds of Code](https://www.30secondsofcode.org/)** - Find Code Snippets
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* ⭐ **[Programming / Coding Tutorials](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/storage#wiki_coding_tutorials)**
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* ⭐ **[Free Courses by Xemu](https://github.com/nbats/FMHYedit/blob/main/base64.md#free-courses-by-xemu)** - Programming Course Drives
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* ⭐ **[Phind](https://www.phind.com/)** - Developer Q&A AI
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* ⭐ **[Programming Book Sites](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/reading#wiki_.25B7_programming_sites)** - Read / Download Programming Books
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* [GitHub Docs](https://docs.github.com/en) - GitHub Help Documentation
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* [Git Tutorial](https://4geeksacademy.github.io/git-interactive-tutorial/) - Interactive Git Tutorial
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* [Oh My Git!](https://ohmygit.org/), [2](https://ohshitgit.com/) - Git Learning Game
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* [Git-it](https://github.com/jlord/git-it-electron) - Git Desktop Learning App
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* [Git Time](https://git.bradwoods.io/) - Git Version Control System Learning Game
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* [Github Cheat Sheet](http://git.io/sheet) / [GitHub](https://github.com/tiimgreen/github-cheat-sheet) - GitHub Cheat Sheet
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* [First Timers Only](https://www.firsttimersonly.com/) or [First Contributions](https://firstcontributions.github.io/) - Git Code Contribution Guides
|
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* [Developer.Mozilla](https://developer.mozilla.org/) or [Web Dev Resources](https://joshjoshuap-webdevresources.vercel.app/) - Developer Learning Resources
|
||||
* [Awesome Certificates](https://github.com/PanXProject/awesome-certificates) - Dev Courses with Certificates
|
||||
* [DZone](https://dzone.com/) - Developer Tutorials
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* [RedHat](https://developers.redhat.com/) - Development Tutorials
|
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* [Dev.tube](https://dev.tube/) - Developer Talks
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* [Roadmap](https://roadmap.sh/) - Developer Roadmaps / Guides
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* [Android Developer Roadmap](https://github.com/skydoves/android-developer-roadmap)
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* [Markdown Tutorial](https://www.markdowntutorial.com/) - Interactive Markdown Tutorial
|
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* [Python Discord](https://pythondiscord.com/resources/) or [Python Reference](https://github.com/rasbt/python_reference) - Python Learning Resources
|
||||
* [30 Days Of Python](https://github.com/Asabeneh/30-Days-Of-Python) - Python Guide
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||||
* [CodingBat](https://codingbat.com/) or [PyQuickie](https://chrome.google.com/webstore/detail/pyquickie/okpdnfgpbpifbncoleieajiblmebbkci) - Python / Java Practice
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* [Java Beginners](https://github.com/nbats/FMHYedit/blob/main/base64.md#java-beginners) - Java Tutorials
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* [Python Programming Hub](https://github.com/Tanu-N-Prabhu/Python) - Python Learning Repository
|
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* [Python4Everyone](https://py4e.com/), [A Byte of Python](https://python.swaroopch.com/), [Hypermodern Python](https://cjolowicz.github.io/posts/hypermodern-python-01-setup/), [Learn Python](https://www.learnpython.org/), [Learn-Python](https://github.com/trekhleb/learn-python) or [Magical Universe](https://github.com/zotroneneis/magical_universe) - Learn Python
|
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* [High Performance Python: The Code](https://github.com/mynameisfiber/high_performance_python) - Python Lessons
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* [Real Python](https://realpython.com/), [Reeborg](https://reeborg.ca/docs/en/) or [AskPython](https://www.askpython.com/) - Python Tutorials
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* [FutureCoder](https://futurecoder.io/), [complete python developer](https://t.me/Udemy_Python_Developer), [Python Full Course](https://youtu.be/XKHEtdqhLK8) or [A Practical Introduction to Python](https://www.brianheinold.net/python/python_book.html) - Python Course
|
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* [Modern Python 3 Bootcamp Courses](https://github.com/nbats/FMHYedit/blob/main/base64.md#modern-python-3-bootcamp-courses)
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* [Tea Press](https://greenteapress.com/wp) - Python Learning Book
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* [python3-in-one-pic](https://github.com/coodict/python3-in-one-pic) - Python Learning Picture
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* [Python Cheatsheet](https://github.com/gto76/python-cheatsheet) or [SpeedSheet](https://speedsheet.io/) - Python Cheat Sheet
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* [Automate The Boring Stuff](https://automatetheboringstuff.com/) - Python Automation Book
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* [VSCode.one](https://vscode.one/) or [VSCodeCanDoThat](https://www.vscodecandothat.com/) - VS Code Tutorials
|
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* [Awesome Youtubers](https://github.com/JoseDeFreitas/awesome-youtubers), [andrew--r/channels](https://github.com/andrew--r/channels), [Awesome-Youtube-Channels](https://github.com/epoyraz/), [YT Dev Channels](https://rentry.co/cozqr) or [Awesome YouTube Channels](https://github.com/benthecoder/yt-channels-DS-AI-ML-CS) - Programming / Development YouTube Channels
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* [algorithms](https://prashantbarahi.com.np/docs/algorithms/intro) - Code Algorithms & Data Structures Tutorials
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* [system-design-primer](https://github.com/donnemartin/system-design-primer) or [System Design](https://leanpub.com/systemdesign) / [GitHub](https://github.com/karanpratapsingh/system-design) - Large Scale System Design Guides
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* [Aquent Gymnasium](https://thegymnasium.com/) - Courses
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* [Graphics Workshop](https://github.com/ekzhang/graphics-workshop) - Learn Computer Graphics
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* [SchoolOfHaskell](https://www.schoolofhaskell.com/) - Haskell Tutorials
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* [LearnYouHaskell](http://learnyouahaskell.com/chapters) - Haskell Guide
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* [QuickRef.ME](https://quickref.me/), [Dark Hamster](https://www.dark-hamster.com/) or [Devhints](https://devhints.io/) - Developer Cheat Sheets
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* [Programming Challenges](https://i.imgur.com/FPwNgOK.png), [HackTheEarth](https://www.hackerearth.com/challenges/), [EMKC](https://emkc.org/challenges) or [Code Golf](https://codegolf.stackexchange.com/) - Programming Challenges
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* [30 Seconds of Code](https://www.30secondsofcode.org/) - Javascript / CSS/ React / Python / Website-building / [GitHub](https://github.com/30-seconds)
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* [Codexplainer AI](https://chrome.google.com/webstore/detail/codexplainer-ai-beta/mekadgeckpcgideipfhbcapmenbadejp) or [Denigma](https://denigma.app/#demo) - Code Explanations
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* [Coding Problems](https://github.com/MTrajK/coding-problems) - Solutions for Coding Problems
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* [RoboMind](https://www.robomind.net/) or [Checki0](https://checkio.org/) - Code Learning Games
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* [mimo](https://getmimo.com/) - Coding Tutorial App
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* [LintCode](https://www.lintcode.com/) or [CodeWars](https://www.codewars.com/) - Coding Practice
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* [Coding Questions](https://platform.stratascratch.com/coding) - Coding Interview Questions
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* [NeetCode](https://neetcode.io/) - Coding Interview Practice
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* [Code With Mosh Courses](https://github.com/nbats/FMHYedit/blob/main/base64.md#code-with-mosh-courses)
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* [Free Cyber Resources](https://github.com/gerryguy311/Free_CyberSecurity_Professional_Development_Resources) or [Applied Cybersecurity](https://www.nist.gov/itl/applied-cybersecurity/nice/resources/online-learning-content) - Cybersecurity Learning Resources
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* [picoCTF](https://picoctf.org/), [CTFLearn](https://ctflearn.com/), [HTB](https://academy.hackthebox.com/) or [OpenSecurityTraining2](https://opensecuritytraining.info/) - Cybersecurity Lessons
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* [DefendTheWeb](https://defendtheweb.net/) - Cybersecurity Challenges
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* [Cyber Talent Kids](https://cybertalentskids.com/) - Learn About Cybersecurity
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* [pwn.college](https://pwn.college/) - Cybersecurity Practice
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* [Awesome Cheatsheets](https://lecoupa.github.io/awesome-cheatsheets/), [HowDoI](https://github.com/gleitz/howdoi), [OverApi](https://overapi.com/) or [Cheat Sheets](http://www.cheat-sheets.org/) - Programming Cheat Sheets
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* [Google Cloud Developer's Cheat Sheet](https://googlecloudcheatsheet.withgoogle.com/) - Google Cloud Developer Cheat Sheet / [GitHub](https://github.com/priyankavergadia/google-cloud-4-words)
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* [Vim Cheatsheet](https://i.imgur.com/2RsZq6p.png) - Vim Code Editor Cheat Sheet
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* [React Typescript Cheatsheet](https://react-typescript-cheatsheet.netlify.app) - React Typescript Cheatsheet
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* [Tackling TS](https://exploringjs.com/tackling-ts/toc.html) or [TypeScript Deep Drive](https://basarat.gitbook.io/typescript/getting-started) - TypeScript Guides
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* [Leetcode](https://leetcode.com/), [2](https://leetcode.ca/) - Learn Coding
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* Leetcode Tools - [Solutions](https://walkccc.me/LeetCode/) / [Company Questions](https://github.com/MysteryVaibhav/leetcode_company_wise_questions), [2](https://docs.google.com/document/d/1icaNSRq6XcWO3EOycEP9F9P8SLerBanpY3Ni_ZzCfFA/edit) / [Animations](https://github.com/MisterBooo/LeetCodeAnimation) / [Anki Cards](https://github.com/prius/leetcode-anki) / [Videos](https://github.com/fishercoder1534/Leetcode)
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* [Awesome Learn To Code](https://github.com/mike-north/awesome-learn-to-code) or [A-to-Z-Resources-for-Students](https://github.com/dipakkr/A-to-Z-Resources-for-Students) - Programming / Coding Learning Resources
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* [Exercism](https://exercism.org/), [HackerRank](https://www.hackerrank.com/) or [CS Circles](https://cscircles.cemc.uwaterloo.ca/) - Programming Lessons
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* [Curated Programming Resources](https://github.com/Michael0x2a/curated-programming-resources) - Programming Courses
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* [Learn to Program](https://github.com/karlhorky/learn-to-program) - Programming Courses
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* [FreeCourses](https://freecourses.github.io/) - Programming Courses
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* [HelloWorldCollection](http://helloworldcollection.de/) - Hello World Programming Collection
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* [VisualGo](https://visualgo.net/) - Data Structures & Algorithm Animations
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* [Codecademy](https://www.codecademy.com/) - Coding Lessons
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* [CodinGame](https://www.codingame.com/) - Games to Practice Coding / Programming
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* [Advent of Code](https://adventofcode.com/) - Programming Puzzles
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* [Curated Programming Resources](https://github.com/Michael0x2a/curated-programming-resources) - Programming Courses
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* [Stack Exchange](https://stackexchange.com/) - Programming Q&A
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* [Learn X in Y minutes](https://learnxinyminutes.com/), [2](https://github.com/adambard/learnxinyminutes-docs) - Programming Language Rundowns
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* [Typing.io](https://typing.io/) - Typing Practice for Programmers
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* [Karel The Robot](https://github.com/fredoverflow/karel) - Basic Programming Teaching Environment
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* [Project Based Learning](https://github.com/practical-tutorials/project-based-learning) - Collection of Project-Based Tutorials
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* [pointers-for-software-engineers](https://github.com/vicoyeh/pointers-for-software-engineers) or [Interview University](https://github.com/jwasham/coding-interview-university) - Software Engineer Study Guides
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* [Awesome Podcasts](https://github.com/rShetty/awesome-podcasts) - Podcasts for Software Engineers
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* [soft-eng-interview-prep](https://github.com/orrsella/soft-eng-interview-prep) - Software Engineer Interview Preparation
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## ▷ Web Development
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* ⭐ **[The Odin Project](https://www.theodinproject.com/)** - Web Dev Tutorials / Courses
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* [Developer.Mozilla](https://developer.mozilla.org/) or [Web Dev Resources](https://joshjoshuap-webdevresources.vercel.app/) - Developer Learning Resources
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* [Awesome Certificates](https://github.com/PanXProject/awesome-certificates) - Dev Courses with Certificates
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* [DZone](https://dzone.com/) - Developer Tutorials
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* [Markdown Tutorial](https://www.markdowntutorial.com/) - Interactive Markdown Tutorial
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* [Aquent Gymnasium](https://thegymnasium.com/) - Courses
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* [React Typescript Cheatsheet](https://react-typescript-cheatsheet.netlify.app) - React Typescript Cheatsheet
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* [Tackling TS](https://exploringjs.com/tackling-ts/toc.html) or [TypeScript Deep Drive](https://basarat.gitbook.io/typescript/getting-started) - TypeScript Guides
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* [HTMLDog](https://htmldog.com/) - HTML / CSS / JavaScript Tutorials
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* [Learn to Code HTML & CSS](https://learn.shayhowe.com/) - HTML & CSS Tutorials
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* [OpenVim](https://www.openvim.com/) - Interactive Vim Tutorial
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* [Vim Adventures](https://vim-adventures.com/) - Vim Learning Game
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* [Vim University](https://github.com/wincent/vim-university) - Vim Tips
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* [Learn C](https://www.learn-c.org/) - C Tutorial
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* [C++ Core Guidelines](http://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines) - C++ Best Practices Guidelines / [Github](https://github.com/isocpp/CppCoreGuidelines)
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* [Learn C++](https://www.learncpp.com/) - Learn C++
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* [HowIStart C++](https://howistart.org/posts/cpp/1/) - C++ Setup Guide
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* [The Algorithms - C++](https://github.com/TheAlgorithms/C-Plus-Plus) or [cppreference](https://en.cppreference.com/w/) - C++ Cheatsheets
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* [modern-cpp-tricks](https://github.com/rachitiitr/modern-cpp-tricks) - C++ Tips
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* [Makefile Tutorial](https://makefiletutorial.com/) - Makefile Tutorial
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* [Quick-R](https://www.statmethods.net/index.html) - R Tutorials
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* [Advanced R](https://adv-r.hadley.nz/) - R Guide / [Solutions](https://advanced-r-solutions.rbind.io/)
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* [R Packages](https://r-pkgs.org/) - R Packages Guide
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* [R for Data Science](https://r4ds.had.co.nz/) - R Data Science Guide
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* [ggplot2: Elegant Graphics for Data Analysis](https://ggplot2-book.org/index.html) - ggplot2 Guide
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* [RubyMonk](https://rubymonk.com/) - Ruby Tutorials
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* [Learn to Program](https://pine.fm/LearnToProgram/) - Ruby Tutorials
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* [LearnGo](https://github.com/inancgumus/learngo) or [play-with-go](https://play-with-go.dev/) - Learn Go
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* [GoLang.org](https://golang.org/doc/tutorial/getting-started) - Go Tutorial
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* [HowIStart Go](https://howistart.org/posts/go/1/) - Go Setup Guide
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* [Next](https://hendrixer.github.io/nextjs-course/) - Learn Next.js
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* [Rust Learning](https://github.com/ctjhoa/rust-learning) - Rust Learning Resources
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* [The Rust Programming Language](https://doc.rust-lang.org/stable/book/) - Rust Programming Guidebook
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* [JavaScript.info](https://javascript.info/) - JavaScript Guide
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* [You Don't Know JS](https://github.com/getify/You-Dont-Know-JS) - Javascript Learning Books
|
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* [EloquentJavascript](https://eloquentjavascript.net/), [30 Days Of JavaScript](https://github.com/Asabeneh/30-Days-Of-JavaScript), [FunJavascript](https://fun-javascript-projects.com/), [LearnCS](https://www.learncs.online/lessons), [Java5cript](https://www.java5cript.com/), [Javascript Today](https://blog.javascripttoday.com/) or [Grasshopper](https://grasshopper.app/) - Learn Javascript
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* [Node.js Best Practices](https://github.com/goldbergyoni/nodebestpractices) - Node.js Guide / Tips
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* [You-Dont-Need-jQuery](https://github.com/nefe/You-Dont-Need-jQuery) - Javascript Query Style Events Guide
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* [Airbnb JavaScript Style Guide](https://github.com/airbnb/javascript) - Airbnb JavaScript Guide
|
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* [Regex Hub](https://projects.lukehaas.me/regexhub/) or [IHateRegex](https://ihateregex.io/) - Regex Cheat Sheets
|
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* [Simple Regex](https://simple-regex.com/), [ReFrF](https://refrf.dev/), [Regex.info](http://regex.info/), [ReGexOne](https://regexone.com/), [RegExr](https://regexr.com/) or [RegexLearn](https://regexlearn.com/) - Learn Regex
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* [ReGeX](https://github.com/phikal/ReGeX) - ReGeX Learning Game / Android
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* [Data Science Ipython Notebooks](https://github.com/donnemartin/data-science-ipython-notebooks), [Scipy Lectures](http://scipy-lectures.org/) or [Virgilio](https://virgili0.github.io/Virgilio/) / [GitHub](https://github.com/virgili0/Virgilio) - Learn DataScience
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* [CSS Battle](https://cssbattle.dev/) - CSS Practice / Battles
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* [DefensiveCSS](https://defensivecss.dev/) - CSS Tips
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* [FlexBoxFroggy](https://flexboxfroggy.com/) - CSS Learning Game
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* [CSS Diner](https://flukeout.github.io/) - Interactive CSS Learning
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* [You Don't Need JavaScript](https://github.com/you-dont-need/You-Dont-Need-JavaScript) - CSS Demos
|
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* [CSS Tricks](https://css-tricks.com/snippets/) - CSS Code Snippets
|
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* [Codecademy](https://www.codecademy.com/) - Coding Lessons
|
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* [CodinGame](https://www.codingame.com/) - Games to Practice Coding / Programming
|
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* [Advent of Code](https://adventofcode.com/) - Programming Puzzles
|
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* [Curated Programming Resources](https://github.com/Michael0x2a/curated-programming-resources) - Programming Courses
|
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* [Stack Exchange](https://stackexchange.com/) - Programming Q&A
|
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* [Learn X in Y minutes](https://learnxinyminutes.com/), [2](https://github.com/adambard/learnxinyminutes-docs) - Programming Language Rundowns
|
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* [Typing.io](https://typing.io/) - Typing Practice for Programmers
|
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* [Karel The Robot](https://github.com/fredoverflow/karel) - Basic Programming Teaching Environment
|
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* [HackersFriend](https://www.hackersfriend.com/tutorials/) - Competitive Programming Tutorials
|
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* [algonds](https://github.com/MaciejWas/algonds) - Competitive Programming Practice
|
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* [Data Engineering Practice Problems](https://github.com/danielbeach/data-engineering-practice) - Data Engineering Practice
|
||||
* [Reverse-Engineering-Tutorial](https://github.com/mytechnotalent/Reverse-Engineering - Reverse Engineering Course
|
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* [High Assurance Rust](https://highassurance.rs/) - Software Development Guide
|
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* [The Linux Kernel](https://www.kernel.org/doc/html/latest/) - Linux Kernel Development Guides / [Archives](https://kernel.org/)
|
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* [Workbench](https://github.com/sonnyp/Workbench) - Learn / Experiment with Gnome
|
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* [pointers-for-software-engineers](https://github.com/vicoyeh/pointers-for-software-engineers) or [Interview University](https://github.com/jwasham/coding-interview-university) - Software Engineer Study Guides
|
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* [Katacoda](https://www.katacoda.com/) - Software Engineer Tutorials
|
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* [Awesome Podcasts](https://github.com/rShetty/awesome-podcasts) - Podcasts for Software Engineers
|
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* [soft-eng-interview-prep](https://github.com/orrsella/soft-eng-interview-prep) - Software Engineer Interview Preparation
|
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* [Devops Exercises](https://github.com/bregman-arie/devops-exercises) - DevOps Exercises
|
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* [90DaysOfDevOps](https://github.com/MichaelCade/90DaysOfDevOps) - Learn DevOps
|
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* [Hacksplaining](https://www.hacksplaining.com/) - Developer Security Lessons
|
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* [Awesome Hacking](https://github.com/Hack-with-Github/Awesome-Hacking) - Pentesting / Security Index
|
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* [Pentesting Bible](https://github.com/blaCCkHatHacEEkr/PENTESTING-BIBLE) - Learn Pentesting
|
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* [SebastianLague](https://www.youtube.com/c/SebastianLague/playlists?view=50&sort=dd&shelf_id=4) - Game Development Tutorials
|
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* [Trig for Games](https://demoman.net/?a=trig-for-games) - Trigonometry Lessons for Games
|
||||
* [ProFantasy](https://rpgmaps.profantasy.com/) - Fantasy Map Making Tutorials
|
||||
* [Next](https://hendrixer.github.io/nextjs-course/) - Learn Next.js
|
||||
* [LandChad](https://landchad.net/) or [learn.sadgrl.online](https://learn.sadgrl.online/) - Site Development Guides
|
||||
* [Full Stack Solana Development Guide](https://dev.to/dabit3/the-complete-guide-to-full-stack-solana-development-with-react-anchor-rust-and-phantom-3291) - [Examples](https://github.com/dabit3/complete-guide-to-full-stack-solana-development)
|
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* [The New Boston](https://thenewboston.com/) - Site Development Courses / [Discord](https://discord.com/invite/thenewboston)
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|
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* [backend-challenges](https://github.com/CollabCodeTech/backend-challenges) - Backend Challenges
|
||||
* [WebGL and GLSL Workshop](https://mattdesl.github.io/workshop-webgl-glsl/) - Interactive WebGL / GLSL Tutorial
|
||||
* [PHP: The Right Way](https://phptherightway.com/) or [PHP Tutorial](https://www.phptutorial.net/) - PHP Guides
|
||||
* [Web Skills](https://andreasbm.github.io/web-skills/) or [Encodedna](https://www.encodedna.com/) - Web Development Guides
|
||||
* [LearningSEO](https://learningseo.io/) - SEO Guides
|
||||
|
||||
## ▷ Data Structures and Algorithms
|
||||
|
||||
* ⭐ **[Leetcode](https://leetcode.com/)** - Learn Coding
|
||||
* ⭐ **Leetcode Tools** - [Solutions](https://walkccc.me/LeetCode/), [2](https://leetcode.ca/) / [Company Questions](https://github.com/MysteryVaibhav/leetcode_company_wise_questions), [2](https://docs.google.com/document/d/1icaNSRq6XcWO3EOycEP9F9P8SLerBanpY3Ni_ZzCfFA/edit) / [Animations](https://github.com/MisterBooo/LeetCodeAnimation) / [Anki Cards](https://github.com/prius/leetcode-anki) / [Videos](https://github.com/fishercoder1534/Leetcode)
|
||||
* [algorithms](https://prashantbarahi.com.np/docs/algorithms/intro) - Code Algorithms & Data Structures Tutorials
|
||||
* [VisualGo](https://visualgo.net/) - Data Structures & Algorithm Animations
|
||||
* [The Algorithms - C++](https://github.com/TheAlgorithms/C-Plus-Plus)
|
||||
* [HackersFriend](https://www.hackersfriend.com/tutorials/) - Competitive Programming Tutorials
|
||||
* [algonds](https://github.com/MaciejWas/algonds) - Competitive Programming Practice
|
||||
* [LintCode](https://www.lintcode.com/) or [CodeWars](https://www.codewars.com/) - Coding Practice
|
||||
* [Coding Questions](https://platform.stratascratch.com/coding) - Coding Interview Questions
|
||||
* [NeetCode](https://neetcode.io/) - Coding Interview Practice
|
||||
* [Exercism](https://exercism.org/), [HackerRank](https://www.hackerrank.com/) or [CS Circles](https://cscircles.cemc.uwaterloo.ca/) - Programming Lessons
|
||||
|
||||
## ▷ Data Science / Machine Learning
|
||||
|
||||
* [Quick-R](https://www.statmethods.net/index.html) - R Tutorials
|
||||
* [Advanced R](https://adv-r.hadley.nz/) - R Guide / [Solutions](https://advanced-r-solutions.rbind.io/)
|
||||
* [R Packages](https://r-pkgs.org/) - R Packages Guide
|
||||
* [R for Data Science](https://r4ds.had.co.nz/) - R Data Science Guide
|
||||
* [ggplot2: Elegant Graphics for Data Analysis](https://ggplot2-book.org/index.html) - ggplot2 Guide
|
||||
* [Data Science Ipython Notebooks](https://github.com/donnemartin/data-science-ipython-notebooks), [Scipy Lectures](http://scipy-lectures.org/) or [Virgilio](https://virgili0.github.io/Virgilio/) / [GitHub](https://github.com/virgili0/Virgilio) - Learn DataScience
|
||||
* [Data Engineering Practice Problems](https://github.com/danielbeach/data-engineering-practice) - Data Engineering Practice
|
||||
* [Learn to Make Netflix Clone](https://github.com/kubowania/netflix-clone-graphql-datastax)
|
||||
* [Discord.js Guide](https://discordjs.guide/) - Discord.js Bot Guide
|
||||
* [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) or [Practical Deep Learning](https://course.fast.ai/) - Machine Learning Coding Lessons
|
||||
* [minitorch](https://github.com/minitorch/minitorch) - Machine Learning Engineering Course Code
|
||||
* [Approaching (Almost) Any Machine Learning Problem](https://github.com/abhishekkrthakur/approachingalmost/blob/master/AAAMLP.pdf) - Machine Learning Problem Solving Book
|
||||
* [ML-Youtube-Courses](https://github.com/dair-ai/ML-YouTube-Courses) - Machine Learning Courses on YouTube
|
||||
* [PromptPapers](https://github.com/thunlp/PromptPapers) - Pre-Trained Language Model Tuning Papers
|
||||
|
||||
## ▷ Game Development
|
||||
|
||||
* [SebastianLague](https://www.youtube.com/c/SebastianLague/playlists?view=50&sort=dd&shelf_id=4) - Game Development Tutorials
|
||||
* [Trig for Games](https://demoman.net/?a=trig-for-games) - Trigonometry Lessons for Games
|
||||
* [ProFantasy](https://rpgmaps.profantasy.com/) - Fantasy Map Making Tutorials
|
||||
|
||||
## ▷ App Development
|
||||
|
||||
* [Android Developer Roadmap](https://github.com/skydoves/android-developer-roadmap)
|
||||
* [Mobile Design Resources](https://github.com/joeygoksu/mobile-design-resources) - App Design Learning Resources
|
||||
* [CocoaDevCentral](http://cocoadevcentral.com/) - Legacy OS X / Cocoa Programming Tutorials
|
||||
* [Swift Playgrounds](https://developer.apple.com/tutorials/swiftui) - Learn Swift UI / [Samples](https://developer.apple.com/tutorials/sample-apps)
|
||||
* [SwiftDump](https://github.com/neil-wu/SwiftDump) - Retrieve Swift Object info from Mach-O file
|
||||
* [Flutter Tips and Tricks](https://github.com/vandadnp/flutter-tips-and-tricks) - Flutter Tips and Tricks
|
||||
|
||||
## ▷ Python
|
||||
|
||||
* [Python Discord](https://pythondiscord.com/resources/) or [Python Reference](https://github.com/rasbt/python_reference) - Python Learning Resources
|
||||
* [30 Days Of Python](https://github.com/Asabeneh/30-Days-Of-Python) - Python Guide
|
||||
* [CodingBat](https://codingbat.com/) or [PyQuickie](https://chrome.google.com/webstore/detail/pyquickie/okpdnfgpbpifbncoleieajiblmebbkci) - Python / Java Practice
|
||||
* [Java Beginners](https://github.com/nbats/FMHYedit/blob/main/base64.md#java-beginners) - Java Tutorials
|
||||
* [Python Programming Hub](https://github.com/Tanu-N-Prabhu/Python) - Python Learning Repository
|
||||
* [Python4Everyone](https://py4e.com/), [A Byte of Python](https://python.swaroopch.com/), [Hypermodern Python](https://cjolowicz.github.io/posts/hypermodern-python-01-setup/), [Learn Python](https://www.learnpython.org/), [Learn-Python](https://github.com/trekhleb/learn-python) or [Magical Universe](https://github.com/zotroneneis/magical_universe) - Learn Python
|
||||
* [High Performance Python: The Code](https://github.com/mynameisfiber/high_performance_python) - Python Lessons
|
||||
* [Real Python](https://realpython.com/), [Reeborg](https://reeborg.ca/docs/en/) or [AskPython](https://www.askpython.com/) - Python Tutorials
|
||||
* [FutureCoder](https://futurecoder.io/), [complete python developer](https://t.me/Udemy_Python_Developer), [Python Full Course](https://youtu.be/XKHEtdqhLK8) or [A Practical Introduction to Python](https://www.brianheinold.net/python/python_book.html) - Python Course
|
||||
* [Modern Python 3 Bootcamp Courses](https://github.com/nbats/FMHYedit/blob/main/base64.md#modern-python-3-bootcamp-courses)
|
||||
* [Tea Press](https://greenteapress.com/wp) - Python Learning Book
|
||||
* [python3-in-one-pic](https://github.com/coodict/python3-in-one-pic) - Python Learning Picture
|
||||
* [Python Cheatsheet](https://github.com/gto76/python-cheatsheet) or [SpeedSheet](https://speedsheet.io/) - Python Cheat Sheet
|
||||
* [Automate The Boring Stuff](https://automatetheboringstuff.com/) - Python Automation Book
|
||||
|
||||
## ▷ C / C++
|
||||
|
||||
* [Learn C](https://www.learn-c.org/) - C Tutorial
|
||||
* [C++ Core Guidelines](http://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines) - C++ Best Practices Guidelines / [Github](https://github.com/isocpp/CppCoreGuidelines)
|
||||
* [Learn C++](https://www.learncpp.com/) - Learn C++
|
||||
* [HowIStart C++](https://howistart.org/posts/cpp/1/) - C++ Setup Guide
|
||||
or [cppreference](https://en.cppreference.com/w/) - C++ Cheatsheets
|
||||
* [modern-cpp-tricks](https://github.com/rachitiitr/modern-cpp-tricks) - C++ Tips
|
||||
* [Makefile Tutorial](https://makefiletutorial.com/) - Makefile Tutorial
|
||||
|
||||
|
||||
## ▷ Cybersecurity
|
||||
|
||||
* [Free Cyber Resources](https://github.com/gerryguy311/Free_CyberSecurity_Professional_Development_Resources) or [Applied Cybersecurity](https://www.nist.gov/itl/applied-cybersecurity/nice/resources/online-learning-content) - Cybersecurity Learning Resources
|
||||
* [picoCTF](https://picoctf.org/), [CTFLearn](https://ctflearn.com/), [HTB](https://academy.hackthebox.com/) or [OpenSecurityTraining2](https://opensecuritytraining.info/) - Cybersecurity Lessons
|
||||
* [DefendTheWeb](https://defendtheweb.net/) - Cybersecurity Challenges
|
||||
* [Cyber Talent Kids](https://cybertalentskids.com/) - Learn About Cybersecurity
|
||||
* [pwn.college](https://pwn.college/) - Cybersecurity Practice
|
||||
* [Awesome Hacking](https://github.com/Hack-with-Github/Awesome-Hacking) - Pentesting / Security Index
|
||||
* [Pentesting Bible](https://github.com/blaCCkHatHacEEkr/PENTESTING-BIBLE) - Learn Pentesting
|
||||
* [Hacksplaining](https://www.hacksplaining.com/) - Developer Security Lessons
|
||||
|
||||
## ▷ Linux / CLI
|
||||
|
||||
* [Vim Cheatsheet](https://i.imgur.com/2RsZq6p.png) - Vim Code Editor Cheat Sheet
|
||||
* [OpenVim](https://www.openvim.com/) - Interactive Vim Tutorial
|
||||
* [Vim Adventures](https://vim-adventures.com/) - Vim Learning Game
|
||||
* [Vim University](https://github.com/wincent/vim-university) - Vim Tips
|
||||
* [The Linux Kernel](https://www.kernel.org/doc/html/latest/) - Linux Kernel Development Guides / [Archives](https://kernel.org/)
|
||||
* [Workbench](https://github.com/sonnyp/Workbench) - Learn / Experiment with Gnome
|
||||
|
||||
## ▷ Git
|
||||
|
||||
* [GitHub Docs](https://docs.github.com/en) - GitHub Help Documentation
|
||||
* [Git Tutorial](https://4geeksacademy.github.io/git-interactive-tutorial/) - Interactive Git Tutorial
|
||||
* [Oh My Git!](https://ohmygit.org/), [2](https://ohshitgit.com/) - Git Learning Game
|
||||
* [Git-it](https://github.com/jlord/git-it-electron) - Git Desktop Learning App
|
||||
* [Git Time](https://git.bradwoods.io/) - Git Version Control System Learning Game
|
||||
* [Github Cheat Sheet](http://git.io/sheet) / [GitHub](https://github.com/tiimgreen/github-cheat-sheet) - GitHub Cheat Sheet
|
||||
* [First Timers Only](https://www.firsttimersonly.com/) or [First Contributions](https://firstcontributions.github.io/) - Git Code Contribution Guides
|
||||
* [Learn Git Branching](https://learngitbranching.js.org/) - Interactive Git Branching Guide
|
||||
|
||||
## ▷ UI / UX
|
||||
|
||||
* [design.tips](https://www.designer.tips/) - Design Tips
|
||||
* [HackDesign](https://hackdesign.org/) or [Sky Design](https://github.com/joeygoksu/sky-design) - UI / Webdesign Courses
|
||||
* [Learn UI Design](https://learnui.design/) - UI Design Course
|
||||
|
|
@ -187,16 +220,29 @@
|
|||
* [Frontend Bootcamp](https://github.com/microsoft/frontend-bootcamp) - Frontend Workshop
|
||||
* [BitsOfCode](https://bitsofco.de/) - Frontend Dev Articles
|
||||
* [Design Pattern for Humans](https://github.com/kamranahmedse/design-patterns-for-humans) - Guide on Design Patterns
|
||||
* [Web Skills](https://andreasbm.github.io/web-skills/) or [Encodedna](https://www.encodedna.com/) - Web Development Guides
|
||||
* [LearningSEO](https://learningseo.io/) - SEO Guides
|
||||
* [Project Based Learning](https://github.com/practical-tutorials/project-based-learning) - Collection of Project-Based Tutorials
|
||||
* [Mobile Design Resources](https://github.com/joeygoksu/mobile-design-resources) - App Design Learning Resources
|
||||
* [CocoaDevCentral](http://cocoadevcentral.com/) - Legacy OS X / Cocoa Programming Tutorials
|
||||
* [Swift Playgrounds](https://developer.apple.com/tutorials/swiftui) - Learn Swift UI / [Samples](https://developer.apple.com/tutorials/sample-apps)
|
||||
* [SwiftDump](https://github.com/neil-wu/SwiftDump) - Retrieve Swift Object info from Mach-O file
|
||||
* [Learn Git Branching](https://learngitbranching.js.org/) - Interactive Git Branching Guide
|
||||
|
||||
## ▷ Other
|
||||
|
||||
* [VSCode.one](https://vscode.one/) or [VSCodeCanDoThat](https://www.vscodecandothat.com/) - VS Code Tutorials
|
||||
* [system-design-primer](https://github.com/donnemartin/system-design-primer) or [System Design](https://leanpub.com/systemdesign) / [GitHub](https://github.com/karanpratapsingh/system-design) - Large Scale System Design Guides
|
||||
* [Graphics Workshop](https://github.com/ekzhang/graphics-workshop) - Learn Computer Graphics
|
||||
* [SchoolOfHaskell](https://www.schoolofhaskell.com/) - Haskell Tutorials
|
||||
* [LearnYouHaskell](http://learnyouahaskell.com/chapters) - Haskell Guide
|
||||
* [RubyMonk](https://rubymonk.com/) - Ruby Tutorials
|
||||
* [Learn to Program](https://pine.fm/LearnToProgram/) - Ruby Tutorials
|
||||
* [LearnGo](https://github.com/inancgumus/learngo) or [play-with-go](https://play-with-go.dev/) - Learn Go
|
||||
* [GoLang.org](https://golang.org/doc/tutorial/getting-started) - Go Tutorial
|
||||
* [HowIStart Go](https://howistart.org/posts/go/1/) - Go Setup Guide
|
||||
* [Rust Learning](https://github.com/ctjhoa/rust-learning) - Rust Learning Resources
|
||||
* [The Rust Programming Language](https://doc.rust-lang.org/stable/book/) - Rust Programming Guidebook
|
||||
* [Regex Hub](https://projects.lukehaas.me/regexhub/) or [IHateRegex](https://ihateregex.io/) - Regex Cheat Sheets
|
||||
* [Simple Regex](https://simple-regex.com/), [ReFrF](https://refrf.dev/), [Regex.info](http://regex.info/), [ReGexOne](https://regexone.com/), [RegExr](https://regexr.com/) or [RegexLearn](https://regexlearn.com/) - Learn Regex
|
||||
* [ReGeX](https://github.com/phikal/ReGeX) - ReGeX Learning Game / Android
|
||||
* [Reverse-Engineering-Tutorial](https://github.com/mytechnotalent/Reverse-Engineering) - Reverse Engineering Course
|
||||
* [High Assurance Rust](https://highassurance.rs/) - Software Development Guide
|
||||
* [Devops Exercises](https://github.com/bregman-arie/devops-exercises) - DevOps Exercises
|
||||
* [90DaysOfDevOps](https://github.com/MichaelCade/90DaysOfDevOps) - Learn DevOps
|
||||
* [Awesome Microservices DotNet](https://github.com/mjebrahimi/Awesome-Microservices-DotNet) - .Net Microservice Guides
|
||||
* [Flutter Tips and Tricks](https://github.com/vandadnp/flutter-tips-and-tricks) - Flutter Tips and Tricks
|
||||
* [Learn SQL](https://sqlbolt.com/) or [Top Database Bundle](https://github.com/nbats/FMHYedit/blob/main/base64.md#top-database-bundle) - SQL Lessons
|
||||
* [SQL PD](https://sqlpd.com/) - SQL Learning Game
|
||||
* [PostgreSQL Tutorial](https://www.postgresqltutorial.com/) - PostgreSQL Tutorial
|
||||
|
|
@ -205,13 +251,6 @@
|
|||
* [SQL Cheat Sheet](https://i.imgur.com/tHo378Z.jpg)
|
||||
* [systemd-by-example](https://systemd-by-example.com/) - Learn Systemd Interactively
|
||||
* Comic Lessons - [DNS](https://howdns.works/) / [DNSSEC](https://howdnssec.works/) / [HTTPS](https://howhttps.works/)
|
||||
* [PromptPapers](https://github.com/thunlp/PromptPapers) - Pre-Trained Language Model Tuning Papers
|
||||
* [Learn to Make Netflix Clone](https://github.com/kubowania/netflix-clone-graphql-datastax)
|
||||
* [Discord.js Guide](https://discordjs.guide/) - Discord.js Bot Guide
|
||||
* [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) or [Practical Deep Learning](https://course.fast.ai/) - Machine Learning Coding Lessons
|
||||
* [minitorch](https://github.com/minitorch/minitorch) - Machine Learning Engineering Course Code
|
||||
* [Approaching (Almost) Any Machine Learning Problem](https://github.com/abhishekkrthakur/approachingalmost/blob/master/AAAMLP.pdf) - Machine Learning Problem Solving Book
|
||||
* [ML-Youtube-Courses](https://github.com/dair-ai/ML-YouTube-Courses) - Machine Learning Courses on YouTube
|
||||
* [Slip](https://www.slip.so/) - Build Programming Courses
|
||||
|
||||
***
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue