README.md

Developers India Wiki

The Developers India Wiki for some cool & useful resources.

Find below some of the best and popular resources for learning new technologies/programming languages.

C

• Cheatsheets

  • C Reference Cheat Sheet by Ashlyn Black

• Books

  • Let us C
  • Understanding Pointers
  • Understanding Using Pointers

C++

• Websites

  • learn cpp
  • cppreference
  • cplusplus
  • isocpp FAQ
  • C++ 11 FAQ
  • C++ Patterns

• Youtube Tutorials

  • thenewboston
  • freecodecamp
  • TheChernoProject
  • DerekBanas
  • C++ Weekly - Jason Turner - Advanced

• Blogs

  • Simplify C++ - Advanced
  • Fluent C++ - Advanced
  • Bartek's Coding Blog - Advanced
  • Kenny Kerr - Advanced
  • Sutter’s Mill - Advanced
  • Thoughts on CPP - Advanced (Web Archive)
  • Vorbrodt's C++ Blog - Advanced
  • foonathan::blog() - Advanced
  • vector{ true, true, false }; - Advanced

Python

• Websites/Blogs

  • Python Docs
  • Python Programming (by Harrison)
  • learnpython
  • Real Python Tutorials
  • Learn Python - CodeAcademy
  • PyBites - Python 3 Challenges
  • Progate Python Classes - Good for absolute begineers
  • Intro to Python
  • Google Python class
  • Python tutorials - Tutorials for beginners in Python with (examples)
  • PyQt5 tutorial - A tutorial for the Python wrapper of the Qt GUI framework
  • Python Patterns - Advanced

• Youtube Tutorials

  • Edureka
  • thenewboston
  • freecodecamp
  • Video Tutorial for absolute beginners - Youtube
  • Corey Schafer - (Content focusing mostly on Python-related tutorials)
  • ArjanCodes - (Content mostly focusing on software design)

• Books

  • Fluent Python

Android Development

• Udacity - Free courses & Nanodegree
• PluralSight - Android Developer Track [FREE for 60 days]
• Path to Associate Android Developer
• Android examples
• Flutter Examples

Computer Graphics

• Scratchapixel (Article)
• Peter Shirley raytracing trilogy (Books)
• Intro to CG (Video)
• Intro to CG 2 (Video)
• University of Utah course (Video)
• Sebastian Lague (Interesting projects) (Video)
• Daniel shiffman (Creative coding) (Video)
• ThinMatrix (Devlog) (Video)
• Acegimko (Maths and CG concepts) (Video)
• 3Blue1Brown (Maths) (Video)
• LearnOpenGL (You should only follow concepts here, not api) (Book/Article)
• Bisqwit (Video)
• Javidx9 (One Lone Coder) (Video)

Last but not least: write your own goddamned projects and learn from it.

Advice: Try to use graphics abstraction instead of pure metal/opengl/vulkan/dx12

Graphics abstraction:

• Kinc (C/C++)
• Kha (Haxe)
• Krom (JS)
• bgfx (C/C++)
• wgpu (Rust)
• sokol (C/Zig)
• sdl

Backend Development

• Django - Python

  • Try Django | Youtube - Best for begineers
  • Django Docs
  • Django Girls

• FastAPI - Python

  • 19 hour FastAPI In-Depth Course by FCC

• Node.JS

  • Introduction to NodeJS by Microsoft
  • The Complete Node.js Developer Udemy Course -- PAID
  • Getting started with NodeJS by freeCodeCamp
  • Express web framework (Node.js/JavaScript)
  • Nodeschool - Interactive tutorials
  • You Don't Know Node - Gain in-depth understanding of how Node.JS operates

Front-End Web Development

MDN's official front-end web developer learning pathway is a good starting point for learning front-end web development.

• CSS

  • The Ultimate Guide To Learning CSS

  • MDN's Guide To Learning CSS

  • FreeCodeCamp course for JS

  • CSS Tools

    • BG-Jar
    • CSS Buttons - Templates
    • Css Wave Maker
    • DaisyUi - Tailwind css components for free
    • Neumorphism - Css shadow generator
    • HTML website templates
    • Color Library

• Javascript

  • MDN's Guide to Learning JS
  • Google OpenClassroom for JS
  • FreeCodeCamp course for JS
  • The Modern JavaScript Tutorial

• React.js

  • Video Tutorials - Beginner to Intermediate
  • FreeCodeCamp Articles
  • Few Projects for every React Dev
  • Famous GitHub Repos
  • React, The complete guide to React. Udemy Course - PAID
  • Orignal Docs

• Vue.js

  • Vue.js 2.0 Fundamentals - Youtube Playlist
  • Getting started with Vue
  • VueJs, The Complete guide Udemy Course - PAID
  • Official guide

• Angular

  • FreeCodeCamp full course on YouTube
  • The Complete guide to Angular Udemy Course - PAID
  • Official Tutorial
  • Official Docs

• Svelte

  • FreeCodeCamp full course on YouTube
  • Official Tutorial
  • Official Docs

Data Structures

• Coding Interview University - Github - Strongly Recommended to learn DS and Computer Science fundamentals

Machine Learning

• Browse these links for detailed information on Machine Learning

• Best Online Courses

  • CSE-229 - Stanford University
  • AndrewNg Coursera
  • Reinforcement Learning - Nanodegree
  • ML with Python - Youtube

• Best Github Repositories to follow

  • Self Taught Path for Data Science

• Research Papers

  • Arxiv
  • IEEE
  • Research Gate
  • Academics Torrent - Search Dataset

• Some Resourcefull Links

  • ML Resources
  • 200 Best ML,NLP and Python Tutorials 2018

Deep Learning

• Best Online Courses

  • Deep Learning Specialization - Coursera
  • Deep Learning - Fast.AI

• Best Github Repositories to follow

  • Top -200 Github Repos in Deep learning
  • DensePose - FB Research
  • Data Science HandBook
  • Tensorflow Project Template
  • VisualDL
  • Caire - Content aware image resize library

• Lecture Slides

  • Master Data Science PARIS-SACLAY

Algorithms & Data Structures (E-Books)

• A Field Guide To Genetic Programming - Riccardo Poli et al.
• Algorithmic Graph Theory
• Algorithms - Wikibooks
• Algorithms, 4th Edition - Robert Sedgewick and Kevin Wayne
• Algorithms and Automatic Computing Machines (1963) - B. A. Trakhtenbrot
• Algorithms and Complexity - Herbert S. Wilf (PDF)
• Algorithms Course Materials - Jeff Erickson
• Analysis and Design of Algorithms - Sandeep Sen, IIT Delhi
• Animated Algorithm and Data Structure Visualization (Resource)
• Annotated Algorithms in Python: Applications in Physics, Biology, and Finance - Massimo di Pierro
• Binary Trees (PDF)
• Clever Algorithms - Jason Brownlee (PDF)
• CS Unplugged: Computer Science without a computer
• Data Structures - Prof. Subhashis Banerjee, IIT Delhi
• Data Structures (Into Java) - Paul N. Hilfinger (PDF)
• Data Structures and Algorithms: Annotated Reference with Examples - G. Barnett and L. Del Tongo (PDF, Web Archive)
• Data Structures Succinctly Part 1, Syncfusion (PDF, Kindle) (email address requested, not required)
• Data Structures Succinctly Part 2, Syncfusion (PDF, Kindle) (email address requested, not required)
• Elementary Algorithms - Larry LIU Xinyu
• Foundations of Computer Science - Al Aho and Jeff Ullman
• Geometry Algorithms - Dan Sunday
• Handbook of Graph Drawing and Visualization - (Web Archive)
• Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition) - Ian Parberry (use form at bottom of license) (Web Archive)
• LEDA: A Platform for Combinatorial and Geometric Computing - K. Mehlhorn et al.
• Linked List Basics (PDF)
• Linked List Problems (PDF)
• Matters Computational: Ideas, Algorithms, Source Code (PDF)
• Open Data Structures: An Introduction - Pat Morin
• Planning Algorithms
• Purely Functional Data Structures (1996) - Chris Okasaki (PDF) (Web Archive)
• Sequential and parallel sorting algorithms
• Text Algorithms (PDF)
• The Algorithm Design Manual
• The Art of Computer Programming - Donald Knuth (fascicles, mostly volume 4) (Web Archive)
• The Design of Approximation Algorithms (PDF)
• The Great Tree List Recursion Problem (PDF)
• Think Complexity (PDF)

Miscellaneous

• How HTTPS Works
• How DNS Works
• Stanford CS Education Library
• Git.WTF
• Oh shit, git!
• OpenStax Textbooks
• Computer-Science-Resources
• every-programmer-should-know
• 97 Things Every Programmer Should Know
• Learn Regex: From Simple to Advanced.
• Regex One
• Engineering Blogs - Blogs of each and every company.
• Computer Networking by Georgia Tech

📜 License

This project is licensed under the GPL-3.0 License. See the LICENSE file for details.

👋 Contributing

Please read the CONTRIBUTING guidelines for the process of submitting pull requests to us.

Contributors ✨

Thanks goes to these wonderful people (emoji key):

Muhammed Nuhman 🖋	Shubham Thakur 🖋	Ayush Sharma 🖋	Urjasvi Suthar 🖋	Somraj Saha 🖋	Bhupesh Pradhan 🚇	Vedant Sharma 🖋
Manav-SM 🖋

This project follows the all-contributors specification. Contributions of any kind welcome!