Topic Learning Resources Awesome
This is an awesome project about various Learning resources. π
Resources are added frequently! β‘
Enjoy!
If you like this repo, be sure to β it.
Please read contributing guidelines before submitting new resources.
- π Documentations Resources
- π Official Documentations
- π± Android Documentations
- π Frontend Documentations
- β‘ Frontend Frameworks/Library Documentations
- βοΈ Cloud Computing Documentations
- π Git & Github Documentations
- π CyberSecurity Tools Documentations
- β Blockchain Documentations
- π Programming Languages Documentations
- π¨π»βπ» Competitive Programming Documentations
- π― Open Source Documentations
- π DevRel Documentations
- π₯ Miscellaneous Documentations
- π» Video/Playlist Resources
- 𧩠Block Programming
- π‘ Artificial Intelligence
- π Data Science
- π€ Machine Learning
- π± Android Development
- βοΈ UI Development
- π Frontend Development
- β‘ Frontend Frameworks/Library
- π₯ Backend Development
- π Backend Frameworks/Library
- π Database
- π¦ Full Stack Development
- β Cloud Computing
- π CyberSecurity Tools
- β Blockchain Development
- π Programming Languages
- π DSA
- π¨π»βπ» Competitive Programming
- System Design
- π― Open Source
- π DevRel
- π₯ Miscellaneous
- π± Android Development :
- π Frontend Development :
- β‘ Frontend Frameworks/Library :
- π Backend Frameworks/Library :
- β Blockchain Development :
- π Programming Languages :
- Android Guids
- Codelabs (Google)
- Jetpack Compose
- Flutter :
- Kotlin :
-
HTML :
-
CSS :
-
HTML/CSS :
-
JavaScript :
-
SASS :
-
Webpack :
- Bootstrap 4 :
- Bulma :
- Angular (beginner) :
- Vue Js:
- Udacity
- Git Branching Game
Bonus :
- Learn the basics
- 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
- Learning about DeFi Protocols
- Smart Contracts Development (must read)
- 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
- Build Blockchain Based Projects
- GoLang :
- PHP :
- Python :
- Ruby :
- JavaScript :
- Java :
- SQL :
- Programming Contests and Practice
- Resources For CP
- CP Handbook (pdf)
- CP Algorithms
- Usaco Guide
- Guide to the Programming Contests -by Nite Nimajneb
- GeeksForGeeks :
- CodeForces Edu
- C++ Tips and Tricks
- Roadmap
- List of other useful resources :
- What is Open Source
- Getting started
- Learning Git (version control system)
- Creating your first open source project
- Contributing to open source projects
- 25+ paid open source programs and internships
- Learning open source values & ethics
- All about DevRel
- Articles and Blogs
- Participate in community events(Twitter spaces, community hangouts, etc)
- Personal Branding
- 25+ paid open source programs and internships
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Scratch | CS50 | click here |
| MIT-APP Inventor | Coding Blocks Jr | click here |
| 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 |
| 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 |
| 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 |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Flutter (Beginner) | Johannes Milke | click here |
| Android (Basic to Advance) | Udacity | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Adobe XD (Beginner to Advance) | Pelfizz Studio | click here |
| Figma (Beginner to Advance) | Pelfizz Studio | click here |
| Adobe Illustrator (Beginner) | GFXMentor | click here |
| React Material UI (Beginner) | Codevolution | click here |
| Sketch (Beginner) | LearnUX.io | click here |
| 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 |
| 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 Router v6 | Codevolution | click here |
| React Redux | Codevolution | click here |
| Next JS | Codevolution | click here |
| Vue JS | The Net Ninja | click here |
| Angular JS (Beginner) | Codevolution | click here |
| 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 |
| 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 |
| Spring Boot | Java Brains | click here |
| Django | FreeCodeCamp | click here |
| Django | CodeWithHarry | click here |
| Flask | Corey Schafer | click here |
| GoLang | FreeCodeCamp | click here |
| 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 |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Web Dev full course | Codedamn | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| AWS Cloud Certified Practitioner Essentials | Coursera | click here |
| AWS Cloud Essentials Free Course | AWS | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Tcpdump | HackerSploit | click here |
| Wireshark | Vinsloev Academy | click here |
| Kali Linux | Simplilearn | click here |
| Metasploit | HackerSploit | click here |
| Nmpap | HackerSploit | click here |
| Tor Browser | Lawrence Systems | click here |
| XSS - Cross Site Scripting | Virtual Forge an Onapsis Company | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Ethereum Complete Guide | Udemy | click here |
| Ethereum with JavaScript | FreeCodeCamp | click here |
| Ethereum with Python | FreeCodeCamp | click here |
| 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 (Beginner + OOPS) | Programming with Mosh | click here |
| Python Basics (Beginner) | FreeCodeCamp | click here |
| Python Basics CrashCourse | CS50 | click here |
| Python (Advance) | Python Engineer | click here |
| 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 |
| 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 |
| Streams | Geothermal | click here |
| Streams | Neal Wu | click here |
| Streams | SecondThread | click here |
| Streams | William Lin | click here |
| Number Theory | CodeNCode | click here |
| Algorithms (hard) | Algorithms Live | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| System Design | Gaurav Sen | click here |
| System Design | sudoCODE | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| What is Open Source | Community classromm | click here |
| What is Open Source | Mozzilla | click here |
| Complete guide | freeCodeCamp | click here |
| Getting started | Traversy Media | click here |
| How to start | Gaurav Sen | click here |
| Git tutorial | Kunal Kushwaha | click here |
| Ethics in communities | Microsoft | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Why? | Women who code | click here |
| Developer Advocacy | Kunal Kushwaha | click here |
| Roadmap | Brad McCoy | click here |
| How? | Eddie Jaoude | click here |
| How to Get hired? | Dev Rel | click here |
| Public speaking | Chris Anderson | click here |
| Best Practices | Kunal Kushwaha | click here |
| Learning in Public | Kunal Kushwaha | click here |
| Technical Blogging | FreeCodeCamp Talks | click here |
| Community Management | Community classroom | click here |
| 25+ Open Source Programs | Kunal Kushwaha | click here |
| TOPIC | SOURCE NAME | LINK |
|---|---|---|
| Git and Github | FreeCodeCamp | click here |
| Ethics | CS50 | click here |
| Cookies | Hussein Nasser | click here |
| Security | CS50 | click here |
Thanks a lot for spending your time helping Topic Learning Resources.
This repository is under The MIT License. Read the LICENSE file for more information.