Topic Learning Resources

This is an awesome project about various Learning resources. 📚

Resources are added frequently! ⚡

Enjoy!

If you like this repo, be sure to ⭐ it.

Please read contributing guidelines before submitting new resources.

Table of Contents

• 📃 Documentations Resources
  • 📜 Official Documentations
  • 📱 Android Documentations
  • 🌊 Frontend Documentations
  • ⚡ Frontend Frameworks/Library Documentations
  • 🔁 Git & Github Documentations
  • ⛓ Blockchain Documentations
  • 📟 Programming Languages Documentations
  • 👨🏻‍💻 Competitive Programming Documentations
  • 💥 Miscellaneous Documentations
• 💻 Video/Playlist Resources
  • 🧩 Block Programming
  • 💡 Artificial Intelligence
  • 📈 Data Science
  • 🤖 Machine Learning
  • 📱 Android Development
  • 🌊 Frontend Development
  • ⚡ Frontend Frameworks/Library
  • 🔥 Backend Development
  • 🌀 Backend Frameworks/Library
  • 📂 Database
  • 🦄 Full Stack Development
  • ⛓ Blockchain Development
  • 📟 Programming Languages
  • 🎓 DSA
  • 👨🏻‍💻 Competitive Programming
  • 💥 Miscellaneous
    

📃 Documentations

📜 Official Documentations

• 📱 Android Development :
  • Guide
  • Developers
• 🌊 Frontend Development :
  • SASS
  • Webpack
• ⚡ Frontend Frameworks/Library :
  • Ethers JS
  • Tailwind CSS
  • Chakra UI
  • Angular
  • Vue JS
  • React JS
  • Next JS
  • Svelte
• 🌀 Backend Frameworks/Library :
  • Flask
  • Jinja
  • Django
  • FastAPI
• ⛓ Blockchain Development :
  • Ethereum Development
• 📟 Programming Languages :
  • C#
  • GoLang
  • Kotlin
  • PHP
  • Rust
  • Perl
  • TypeScript

📱 Android Documentations

• Android Guids
• Codelabs (Google)
• Jetpack Compose
• Flutter :
  • Freecodecamp
  • Angela Yu Flutter Course
• Kotlin :
  • Udacity (Kotlin)

🌊 Frontend Documentations

• HTML :
  • W3Schools
  • TutorialsPoint
  • Freecodecamp
  • Bonus :
    • HTML Cheat Sheet
• CSS :
  • CSS Animated Tutorial
  • Scrimba
  • W3Schools
  • Web.Dev
  • Visual Guide
  • Flexbox through game
  • Grid through game
  • Bonus :
    • CSS Flexbox
    • CSS Grid
    • CSS Tricks
    • Loading Animation
• HTML/CSS :
  • Learn-HTML
  • FreecodeCamp responsive web design certification
  • The Odin Project
  • Udemy Course
• JavaScript :
  • FreecodeCamp JavaScript Algorithms and Data Structures certification
  • JavaScript Exercises (Beginner)
  • JavaScript (Advance)
  • JS for Cats
  • JavaScript Basics
  • JavaScript Info
  • Javascript Tutorail From Scrimba
  • The odin project
  • MDN Docs
• SASS :
  • W3Schools
  • javatpoint
• Webpack :
  • Codeinwp

⚡ Frontend Frameworks/Library Documentations

• Bootstrap 4 :
  • Scrimba
• Bulma :
  • openbase
• Angular (beginner) :
  • TekTutorialsHub
• Vue Js:
  • Vue Mstery
  • Mini-curso Vue Evolution
  • Learn Vue.co

🔁 Git & Github Documentations

• Udacity
• Git Branching Game
• Bonus :
  • Git Cheatsheet

⛓ Blockchain Documentations

• Learn the basics
  • Mastering Ethereum
  • Build by participating at Ethereum hackathons
  • Contribute to Gitcoin projects
  • Stay up to date with the latest Ethereum development
• Ethereum
  • Freecodecamp
  • Collection of resources about all things related to Ethereum (this list is awesome but a little overwhelming)
  • Paradigm blog posts
  • Paradigm blog posts
  • Yellow paper (understand the white paper before attempting to read the yellow paper)
• Defi
  • DeFi Roadmap
• Learning about DeFi Protocols
  • Uniswap whitepaper
  • Uniswap V1
  • Uniswap V2
  • Uniswap V3
  • Compound
  • Aave
• Smart Contracts Development (must read)
  • Cryptozombies
  • OpenZeppelin contracts
  • Solidity
• Cairo
  • The most complete Cairo reference with tutorials and exercises
  • Practical approach to Cairo
  • [White paper](https://eprint.iacr.org/2021/1063.pdf (optional, but gives deeper understanding)
  • OpenZeppelin contracts
• MEV
  • Flash Boys 2.0
  • Flashbots
  • Ethereum is a Dark Forest
• Build Blockchain Based Projects
  • Buildspace
  • LearnWeb3

📟 Programming Languages Documentations

• GoLang :
  • Go by Example (Hands-on introduction to Go)
  • Learn Go
• PHP :
  • The Right Way
  • W3Schools
• Python :
  • FreecodeCamp (Scientific Computing with Python)
  • Python for everybody (Dr. Chuck)
  • Python Blog series (Aatmaj)
  • Python Blog Series (Real Python)
• Ruby :
  • Codecademy (Beginner)
• JavaScript :
  • FreecodeCamp (JavaScript Algorithms and Data Structures)
  • Edureka (JavaScript Advance)
  • JS for Cats
  • MDN Web Docs
  • JavaScript Info
  • Scrimba
  • The odin project
  • Bonus :
    • 30 Day Vanilla JS Coding Challenge
• Java :
  • w3 schools
  • GeeksForGeeks
  • Java Bootcamp (Kunal Kushwaha)
  • JavaTpoint
  • Bonus :
    • Java-Projects-For-Beginners
• SQL :
  • SQLZOO
  • SQL Easy (places to test the code)
  • Exercises to practice
  • SQL Tutorial for Beginners
  • Bonus :
    • Discover who is the murder with SQL

👨🏻‍💻 Competitive Programming Documentations

• Programming Contests and Practice
  • CList
  • CodeForces
  • CodeChef
  • TopCoder
  • AtCoder
  • Hackerrank
  • HackerEarth
  • Google Kickstart
  • Google Code Jam
  • ICPC Global
  • LeetCode
  • GeeksForGeeks
  • A2OJ ladder (Practice)
  • Work@Tech
  • Tech Interview Handbook
  • LintCode
• Resources For CP
  • CP Handbook (pdf)
  • CP Algorithms
  • Usaco Guide
  • GeeksForGeeks :
    • Complete Guide
    • Data Structures
  • CodeForces Edu
  • C++ Tips and Tricks
  • Roadmap
  • List of other useful resources :
    • Codeforces
    • Codeforces
    • Codeforces
    • Handbook
    • Open Courses

💥 Miscellaneous Documentations

• DevTools
• PWA

💻 Video/Playlist

🧩 Block Programming

TOPIC	SOURCE NAME	LINK
Scratch	CS50	click here
MIT-APP Inventor	Coding Blocks Jr	click here

💡 Artificial Intelligence

TOPIC	SOURCE NAME	LINK
AI Basics	CS50	click here
AI Engineering	IBM - Coursera	click here
Applied AI	IBM - Coursera	click here
Artificial Intelligence for Robotics	Udacity	click here
Convolutional Neural Networks for Visual Recognition	Stanford - YouTube	click here
Deep Learning Specialization	DeepLearning.AI - Coursera	click here
Intro to Artificial Intelligence	Udacity	click here
AWS Cloud Certified Practitioner Essentials	Coursera	click here

📈 Data Science

TOPIC	SOURCE NAME	LINK
Intro to Data Science	Udacity	click here
IBM Data Science Professional Certificate	Coursera	click here
Foundations of Data Science: K-Means Clustering in Python	Coursera	click here
Bayesian Statistics: From Concept to Data Analysis	Coursera	click here
Process Mining: Data science in Action	Coursera	click here
Probability and Statistics: To p or not to p?	Coursera	click here
Linear Algebra Refresher Course	Udacity	click here
Statistics Fundamentals	StatQuest	click here

🤖 Machine Learning

TOPIC	SOURCE NAME	LINK
Data Science, Machine Learning, Data Analysis, Python & R	Udemy	click here
Data Science: Machine Learning	Harvard university	click here
Machine Learning	Stanford - Coursera	click here
Machine Learning Crash Course	Google Developer Student Club	click here
Python Crash Course for Data Science and Machine Learning	Udemy	click here

📱 Android Development

TOPIC	SOURCE NAME	LINK
Flutter (Beginner)	Johannes Milke	click here

🌊 Frontend Development

TOPIC	SOURCE NAME	LINK
HTML	FreeCodeCamp	click here
HTML (Beginner)	Programming with Mosh	click here
HTML Canvas	Udacity	click here
CSS (Beginner)	Traversy Media	click here
HTML/CSS From scratch	FreeCodeCamp	click here
HTML/CSS/Javascript (Beginners)	CodeWithHarry	click here
Frontend web developer Bootcamp	FreeCodeCamp	click here
Intro to HTML & CSS	Udacity	click here
Intro to AJAX	Udacity	click here
Intro to jQuery	Udacity	click here
JavaScript Basics	Udacity	click here
JavaScript (Beginner)	Programming with Mosh	click here
JavaScript Design Patterns	Udacity	click here
JavaScript Testing	Udacity	click here
Object-Oriented JavaScript	Udacity	click here
Responsive Images	Udacity	click here
Responsive Web Design Fundamentals	Udacity	click here

⚡ Frontend Frameworks/Library

TOPIC	SOURCE NAME	LINK
Tailwind CSS	The Net Ninja	click here
React JS (Beginner)	Clever Programmer	click here
React JS (Intermediate)	Scrimba	click here
React JS (Beginner to Advance)	Clever Programmer	click here
React JS (Beginner to Advance)	Codevolution	click here
React JS (Advanced)	Chris Blakely	click here
React JS Crash Course	Traversy Media	click here
React Redux	Codevolution	click here
Vue JS	The Net Ninja	click here
Angular JS (Beginner)	Codevolution	click here

🔥 Backend Development

TOPIC	SOURCE NAME	LINK
Node JS	Thapa Technical	click here
Node JS	CodeWithHarry	click here
Node JS (Rest API)	Artlfmj	click here
Python	API Testing In Python	click here
PHP (Rest API)	ProgrammingKnowledge	click here

🌀 Backend Frameworks/Library

TOPIC	SOURCE NAME	LINK
Node & Express JS	FreeCodeCamp	click here
Laravel	Laracasts	click here
Laravel (Beginner)	ProgrammingKnowledge	click here
Pytest (Beginner)	Test Automation University	click here
Django	FreeCodeCamp	click here
Django	CodeWithHarry	click here
Flask	Corey Schafer	click here
GoLang	FreeCodeCamp	click here

📂 Database

TOPIC	SOURCE NAME	LINK
DBMS Course	Neso Academy	click here
SQL (CrashCourse)	CS50	click here
SQL (Beginner)	Amigoscode	click here
SQL	AmigosCode	click here
MongoDB	JsWiz	click here
MongoDB	WebDevSimplied	click here
MongoDB	AmigosCode	click here

🦄 Full Stack Development

TOPIC	SOURCE NAME	LINK
Web Dev full course	Codedamn	click here

⛓ Blockchain Development

TOPIC	SOURCE NAME	LINK
Ethereum Complete Guide	Udemy	click here
Ethereum with JavaScript	FreeCodeCamp	click here
Ethereum with Python	FreeCodeCamp	click here

📟 Programming Languages

TOPIC	SOURCE NAME	LINK
C	CS50	click here
C++	Apna College	click here
C++ (Beginner)	CodeWithHarry	click here
C++ (Full course)	Caleb Curry	click here
C# (Basic)	Programming With Mosh	click here
C# (Full Course)	FreeCodeCamp	click here
Core JAVA	Smart Programming	click here
Javascript (Beginner)	FreeCodeCamp	click here
Javascript (Beginner)	Brad Travesy	click here
JavaScript(OOPS)	Apna College	click here
Flask	CS50	click here
Ruby (Beginner)	ProgrammingKnowledge	click here
GoLang (Beginner)	Tech with Tim	click here
Kotlin	FreeCodeCamp	click here
Flutter (Beginner)	The Net Ninja	click here
PHP (Full Course)	FreeCodeCamp	click here
Python (OOPS)	Telusko	click here
Python (Beginner)	TechWorld with Nana	click here
Python Basics (Beginner)	FreeCodeCamp	click here
Python Basics CrashCourse	CS50	click here
Python (Advance)	Python Engineer	click here

🎓 DSA

TOPIC	SOURCE NAME	LINK
Algorithms	Abdul Bari	click here
DSA in Java	Dinesh Varyani	click here
Java + DSA + Interview Preparation Course (Ongoing)	Kunal Kushwaha	click here
Stack	Aditya Verma	click here
Recursion	Aditya Verma	click here
Dynamic Programming	Aditya Verma	click here
Sliding Window Algorithm	Aditya Verma	click here
Data Structures	mycodeschool	click here
Data Structures (in Hindi)	Anuj Bhaiya	click here
Java Complete Course - Placement Series	Apna College	click here
C++ (complete DSA)	Code Help - by Babbar	click here

👨🏻‍💻 Competitive Programming

TOPIC	SOURCE NAME	LINK
CP playlist (Hindi)	Luv	click here
CP playlist (English)	ProgrammingWithHarry	click here
JavaScript Playlist	ProgrammingWithHarry	click here
Algorithms Playlist	Errichto	click here
Beginner Topics For CP	COPS IIT-(BHU)	click here
C++ STL	Utkatsh Gupta	click here
C++ STL(Full Course)	Luv	click here

💥 Miscellaneous

TOPIC	SOURCE NAME	LINK
Git and Github	FreeCodeCamp	click here
Ethics	CS50	click here
Cookies	Hussein Nasser	click here
Security	CS50	click here

Thanks to all Contributors

Thanks a lot for spending your time helping Topic Learning Resources.

License

This repository is under The MIT License. Read the LICENSE file for more information.