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Coding Resources - How to learn xyz
- Python
- Machine Learning
- Deep Learning
- Android Development
- Backend Development
- Frontend Web Development
- Full-stack Web Development
- Data Structures 📈
- Alexa Tutorials
- C Language
- C++ Language
- Git and Github
- R Language
- Haskell
- MongoDB
- Prolog
- C# Language
- DevDocs
- Docker
- Microsoft Technologies
- Scala
- Programming Notes for Professionals
- MATLAB/Octave
- Go Language
- Are you just getting started? Look for the 👶 emoji. It highlights resources for absolute beginners.
- Some resources are recommended for everyone, so they have a ⭐ emoji.
- Willing to spend some money to improve your skills? 💲 indicates paid content.
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Tutorials
- Learn Python | CodeAcademy
- Progate Python Classes 👶
- Video Tutorial for absolute beginners | YouTube 👶
- Intro to Python | Udacity 🆓
- Python For Everybody
- Write Better Python Functions
- Learning Python: From Zero to Hero
- Automate the Boring Stuff with Python - Recommended
- The New Boston Python | Youtube 👶
- Think Python 2e - Green Tea Press
- A Byte of Python
- Project Euler - Great for practicing writing Python codes
- A Whirlwind Tour of Python
- Python Data Science Handbook
- Python Class By Google - Recommended
- Intro to Python for Data Science
- Python 3 for humans that want practical project exposure
- Learn Python the Hard Way
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Best GitHub Repositories to follow
Browse this link for detailed information on Machine Learning and Deep Learning
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Best Online Courses
- CSE-229 - Stanford University
- AndrewNg | Coursera - Select individual course if it consists of multiple then click on audit below the trial/payment options
- Machine Learning - Nanodegree | Udacity 💲
- Reinforcement Learning - Nanodegree | Udacity 💲
- Move 37 - 🆓
- ML with Python | YouTube
- Data Science Machine Learning Bootcamp - 💲
- Machine Learning Crash Course | Google Developers
- Applied Data Science with Python Specialization | Coursera -Select individual course if it consists of multiple then click on audit below the trial/payment options
- Machine Learning | Kaggle
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Best GitHub Repositories to follow
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Research Papers
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Test ML Models on Datasets
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Book for Machine Learning
Browse this link for detailed information on Machine Learning and Deep Learning
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Best Online Courses
- Deep Learning Specialization | Coursera - Select individual course if it consists of multiple then click on audit below the trial/payment options
- Deep Learning | Fast.AI
- Deep Learning | Kaggle
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Best Online Books
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Best GitHub Repositories to follow
- Free courses & Nanodegree | Udacity
- PluralSight - Android Developer Track 💲
- Path to Associate Android Developer
- Google Android Codelabs
- Flutter Widget Tour
- Android examples
- Flutter Examples
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Django - Python
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Flask - Python
- The Flask Mega Tutorial 👶 + Intermediate
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Node.JS
- NodeSchool | Workshops Open Source ❤️
- The Complete Node.js Developer Course | Udemy 💲
- Express web framework (Node.js/JavaScript)
- Learn and Understand NodeJS 💲 - Intermediate
- Node JS Tutorial for Beginners | YouTube 👶
- Node.js Documentation ⭐
- Node.js Design Patterns by Mario Casciaro - Book Advanced level
- [Node.js API Design] (https://www.youtube.com/playlist?list=PLzQWIQOqeUSMzMUEJA0XrOxJbX8WTiCJV)
- Node.js handbook by Flavio Copes - 👶
- Mixu's Node book
- What You Need To Know About Node.js (Email address requested, not required. By Packt)
- Express.js - Production Security Best Practices
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PHP
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Ruby
- Ruby on Rails Tutorial
- Learn Ruby The Hard Way
- Learn Ruby | Codecademy - Familiarity with Ruby before Rails
- Learn Ruby, Dev Concept and More | Upskills with Upcase - Familiarity with ruby and coding concepts
- SoloLearn: Learn to Code for Free! 👶
- Ruby Tapas - Short, Focused Screencasts covering Intermediate to Advanced Ruby concepts and techniques, design principles, testing practices, refactoring, etc.
- Why's (Poignant) Guide to Ruby
- RailsCasts - Video tutorials on more intermediate Ruby on Rails topics.
- Ruby on Rails Tutorial - Learn Web Development with Rails
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MongoDB
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Software architecture
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General Assembly Dash FREE (General Assembly Dash currently works best in Microsoft Edge as of 10-2018)
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HTML5 and CSS3
- HTML and CSS Tutorials | w3schools.com 👶
- Intro to HTML/CSS: Making webpages
- Intro to HTML and CSS | Udacity
- Write quicker HTML5 and CSS 3 | Learn Code Online
- Flexbox Interactive
- freeCodeCamp
- HTML & CSS Catalog | Codecademy
- Interneting is Hard
- HTML MDN Web Docs
- CSS MDN Web Docs
- Codrops CSS Reference
- The Odin Project
- HTML Dog Tutorials
- 30 Seconds of CSS
- CSS Grid
- CSS Flexbox | Wes Bos
- CSS-The Complete Guide (incl. Flexbox, Grid & Sass) (Udemy Paid) Good for beginners
- Advanced CSS and SASS - (Udemy Paid)
- flexbox cheatsheet
- Flexbox Froggy | CSS Learning Game
- Flexbox Zombies
- CSS Reference: A Visual CSS Cheat Sheet Good for beginners
- HTML Reference: A Visual HTML Cheat Sheet Good for beginners
- Learn to Code HTML & CSS: Shay Howe
- BitDegree-Learn HTML
- BitDegree-Learn CSS
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Bootstrap4
- Bootstrap4 Course with Projects | Learn Code Online
- BitDegree-BootStrap 4
- [Bootstrap4 Tutorial for beginners] (https://www.quackit.com/bootstrap/bootstrap_4/tutorial/)
- [Bootstrap4 blog top] (https://coursetro.com/posts/code/130/Learn-Bootstrap-4-Final-in-2018-with-our-Free-Crash-Course)
- [Bootstrap4 Documentation] (https://getbootstrap.com/docs/4.1/getting-started/introduction/)
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JavaScript
- JS MDN Web Docs
- javascript info
- Javascript30 | Wes Bos
- Intro to JavaScript | Udacity
- JavaScript Docs and Live examples
- JavaScript: Mostly Adequate Guide to Functional Programming
- JavaScript: The Good Parts by Douglas Crockford ⭐ 💲
- You Don’t Know JS (book series) ⭐
- Eloquent JavaScript Online
- JavaScript Design Patterns | Udacity
- Theodinproject
- Introduction to JavaScript | freeCodeCamp
- HTML Dog
- Javascript Tutorial for Beginner Complete Course 2018 | YouTube
- 33 JS concepts every JavaScript developer should know
- 30 Seconds of Code
- example.js | js by example | CodePen
- Foundations of Programming in JavaScript 👶
- Learning JavaScript Design Patterns
- BitDegree-JS Basics
- Wes Bos list of courses
- freeCodeCamp
- SoloLearn: Learn to Code for Free! 👶
- ES6 Cheatsheet
- RegexOne | Regular Expression course
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JavaScript Frameworks
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Angular
- Angular 7 - The Complete Guide by Maximilian Schwarzmüller | Udemy 💲
- The Complete Angular Course: Beginner to Advanced by Mosh Hamedani | Udemy - 💲
- Angular Expo - Beautiful showcase of websites, applications and experiments using Angular
- Made With Angular - Gallery of inspiring websites using Angular/AngularJS
- Learn Angular 7 in 50 minutes - A free beginner's crash course 👶
- Build your first Angular app - 33 interactive screencasts to take you from beginner to advanced
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React.js
- React JS - Conference Videos
- Video Tutorials - Beginner to Intermediate | YouTube
- Complete React Tutorial (& Redux) | YouTube
- ReactJS Tutorial | Codecademy - Interactive
- FreeCodeCamp Articles
- Few Projects for every React Dev
- Famous GitHub Repos
- React 16 - The Complete Guide (incl. React Router 4 & Redux) 💲 - Worth it
- Hello World | React.js Org
- The Road to React | Book
- React For Beginners | Wes Bos 💲
- Advanced React | Wes Bos 💲
- React Fundamentals | Tyler McGinnis 💲
- Modern React with Redux | Udemy 💲
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React Native
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Redux.js
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Vue.js
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Web Accessibility
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Frontend DevTools
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Online Platforms
- CodeChef - CodeChef competitive programming site
- CodeSignal - (formerly CodeFights)Fun gaming approach to Coding contests and Interview practices.
- Codeforces - Great site for preparing for programming contests
- GeeksforGeeks - Must do coding questions for product based companies
- Hackerearth - Code Monk to start with programming - programming fundamentals
- Hackerrank - Interview preparation kit
- InterviewBit - Best platform to get prepared for Data Structures based interviews
- LeetCode - Platform to prepare for technical interviews with real interview questions
- Sphere Online Judge - Great head start for learning Data Structures
- UVa Online Judge - The site to submit Competitive Programming 3 data structures problems
- Codewars - Interesting ranking system with beautiful UI for competitive programming and interview prep.
- CodinGame - Competitive programming with game like challenges
- CS50 on HarvardX - One of the best computer science courses available online (:heavy_dollar_sign: for certification)
- Codility - Develop your coding skills with lessons to take part in challenges
- Zen of Programming - A frequently updated blog great for beginners and simplified references.
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Tutorials & Practice
- Visual Algo - Understanding DS & Algo through animations.
- E-maxx - Russian version of popular e-maxx, An excellent set of study material for DS & ALgo. English version of e-maxx. (Translation is almost complete)
- All Good Tutorials on Codeforces - All of the best tutorials on Codeforces all at one place.
- DS & Algo + Maths + C++ - Another set of good compilation of resources to study.
- Data Structures and Algorithms - Another set of good compilation of resources to learn and practice. This one is done by Codechef.
- Problem Topics - Topic-wise list of problems.
- Cracking the Coding Interview
- Excercism - Code practice and mentorship.
- Leet Code
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Books
- Competitive Programming by Felix Halim and Steven Halim
- The Hitchhiker's Guide to the Programming Contests - Goto book for competitive programming enthusiasts.
- CLRS - Holy Bible for Design and Analysis of algorithms
- Algorithm Design by Kleinberg Tardos - Another goto book for easy to understand algorithm design and analysis
- Coding Interview University - Github - Strongly recommended to learn DS and Computer Science fundamentals
- Algo & DS in different languages - Algorithm and Data Structure in different programming languages
- Clean code - Clean Code: A Handbook of Agile Software Craftsmanship 💲
- Domain Driven Design - Domain-Driven Design: Tackling Complexity in the Heart of Software 1st Edition 💲
- Learn Alexa | Codecademy
- Fact Skill Tutorial - Build an Alexa Skill in 6 Steps | Amazon
- Comprehensive Alexa Skill Development course | Udemy 💲
- Building Alexa Skills from Scratch | YouTube
- Developing Alexa Skills for Amazon Echo | PluralSight 💲 (Free 10-day trial)
- Alexa Skills Development | Qwiklabs
- HackerRank
- Programiz
- Hackr.Io
- Learn C ++
- Fluent CPP
- C++ Class | Google for Education
- Tutorials Point
- GeeksForGeeks
- C++ For Programmers | Udacity
- Git Tutorials
- How to use Git and Github | Udacity
- Version Control with Git | Udacity
- Introduction to Git and Github | YouTube
- Pro Git Book
- LearnGitBranching
- GIT PURR! Git Commands Explained with Cats!
- git - the simple guide
- GIT: A Visual Git Reference
- Mastering Git by thoughtbot
- Git - Progate - Recommended
- Intoduction to Git for DataScience
- RStudio
- Kaggle Kernels
- R-Bloggers
- Introduction to Data Science by Rafael A. Irizarry
- R for Data Science by Garrett Grolemund and Hadley Wickham
- Swirl
- Hands-On Programming with R by Garrett Grolemund
- LearnCS
- TutorialsPoint
- SoloLearn
- Learn C# building a simple rpg
- DotNetPerls - C# Reference
- The "Yellow Book": Introduction to C# Programming by Rob Miles
- MSDN C# Fundamentals for Absolute Beginners
- API documentation for most programming languages - Works offline
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Books
- The Neophyte's Guide to Scala
- Programmin in Scala A book written by the programming language autor, Martin Odersky among others. The first edition is avalible for free
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Online Courses
- Functional Programming Principles in Scala A course taught by the programming language autor, Martin Odersky.