Python is a high-level, interpreted scripting language, highly used for automation and backend purposes. People from different disciplines use Python for a variety of different tasks, such as data analysis and visualization, artificial intelligence and Machine Learning, automation, etc.
It is a language that many people fall in love with because of its simplicity. The syntax is simple and the debugging is also much easier in Python compared to languages like C++ or C# even though Python was made using C++ in 1991 by Guido van Rossum.
| Info | Link |
|---|---|
| Official Site | Python.org |
| Official Documentation | Python Docs |
| Quick Start guide | Click here |
| Suggested Code Editor | Sublime Text or VS Code |
| Suggested IDE | Pycharm or Pydev |
| Info | Link |
|---|---|
| Basic Roadmap | Click Here |
| Complete Notes | Python Notes |
| Python Libraries & Frameworks | Awesome Python |
| Interactive Beginner Course | futurecoder |
| Info | Link |
|---|---|
| Telusko | Click Here |
| CS Dojo | Click Here |
| Edureka | Click Here |
| Code with Harry | Click Here |
| Geeky Shows | Click Here |
| Corey Schafer | Click Here |
| Freecodecamp | Click Here |
| Brototype (Malayalam) | Click Here |
| Krish Naik | Click Here |
| Programming With Mosh | Click Here |
| Clever Programmer | Click Here |
| Bro Code | Click Here |
| thenewboston | Click Here |
| CS50 | Click Here |
| Channel Name | Link |
|---|---|
| Geeky Shows | Click Here |
| Code with Harry | Click Here |
| Corey Schafer | Click Here |
| Telusko | Click Here |
| Freecodecamp | Click Here |
| CS DOJO | Click Here |
| Brototype (Malayalam) | Click Here |
| thenewboston(Buckey Robert) | Click Here |
| Info | Link |
|---|---|
| Learn Python | Click Here |
| Geeks for Geeks | Click Here |
| W3schools Documentation | Click Here |
| Learn Python by Scaler | Click Here |
| Towards Data Science | Click Here |
| Python in Plane English | Click Here |
| Python Programming Tutorials | Click Here |
| Python Tutorials and Exapmles | Ask Python |
| Learn Everything About Python | Real Python |
| 60 Python Projects with Source Code | Click Here |
| Info | Link |
|---|---|
| Data Camp Cheat Sheets | Click Here |
| Python 3 Cheat Sheet | Click Here |
| Scientific Python Cheat Sheet | Click Here |
| Comprehensive Python Cheatsheet | Click Here |
| Gto76 Python Cheatsheet | Click here |
| Mosh's Python Cheatsheet | Click here |
| Finxter Python Cheatsheet | Click Here |
| Python Cheatsheet by Websitesetup | Click Here |
| Python Lists Method Cheatsheet | Click Here |
| Info | Link |
|---|---|
| Scientific Python | Click Here |
| Rodrigo | Click Here |
| Mike Driscoll | Click Here |
| Matt Harrison | Click Here |
| Aditya Tiwari | Click Here |
| Real Python | Click Here |
| Trey Hunner | Click Here |
| Info | Link |
|---|---|
| Real Python Podcast | Click Here |
| Talk Python Podcast | Click Here |
| Python Bites Podcast | Click Here |
| Podcast init | Click Here |
| Test and Code | Click Here |
| Teaching Python | Click Here |
| Info | Link |
|---|---|
| Data Science Resources | Click Here |
| Machine Learning Resources | Click Here |
| Artificial Intelligence | Click Here |
| Solidity, Blockchain and Smart Contracts | Click Here |
| Info | Link |
|---|---|
| The Algorithms | Click Here |
| Awesome - Python | Click Here |
| TensorFlow | Click Here |
| Project Based Learning | Click Here |
| Python-Exercises | Click Here |
| Python Reference | Click Here |
| Python Projects | Click Here |
| Resource Name | Link | Difficulty |
|---|---|---|
| OpenAI API Docs | Click Here | Beginner |
| Anthropic Claude API Docs | Click Here | Beginner |
| Google Gemini API Docs | Click Here | Beginner |
| LangChain Documentation | Click Here | Intermediate |
| LlamaIndex Docs | Click Here | Intermediate |
| Hugging Face Transformers | Click Here | Intermediate |
| Ollama | Click Here | Beginner |
| Resource Name | Link | Difficulty |
|---|---|---|
| PyTorch Official Tutorials | Click Here | Intermediate |
| TensorFlow & Keras Guide | Click Here | Intermediate |
| JAX Documentation | Click Here | Advanced |
| Scikit-learn User Guide | Click Here | Beginner |
| XGBoost Documentation | Click Here | Intermediate |
| Resource Name | Link | Difficulty |
|---|---|---|
| ChromaDB Docs | Click Here | Beginner |
| FAISS by Meta | Click Here | Intermediate |
| Pinecone Docs | Click Here | Intermediate |
| Qdrant Docs | Click Here | Intermediate |
| RAG from Scratch - LangChain | Click Here | Intermediate |
| Resource Name | Link | Difficulty |
|---|---|---|
| Andrej Karpathy - Neural Networks: Zero to Hero | Click Here | Intermediate |
| 3Blue1Brown - Neural Networks | Click Here | Beginner |
| Fast.ai Practical Deep Learning | Click Here | Intermediate |
| Sentdex - ML with Python | Click Here | Beginner |
| DeepLearning.AI Short Courses | Click Here | Beginner |
| Resource Name | Link | Difficulty |
|---|---|---|
| Hands-On Machine Learning (3rd Ed.) | Click Here | Intermediate |
| Deep Learning with Python - Chollet | Click Here | Intermediate |
| NLP with Transformers | Click Here | Intermediate |
| OpenAI Cookbook | Click Here | Beginner |
| Hugging Face Course (Free) | Click Here | Beginner |
| Resource Name | Link | Difficulty |
|---|---|---|
| Towards Data Science | Click Here | Beginner |
| Papers with Code | Click Here | Advanced |
| Hugging Face Blog | Click Here | Intermediate |
| Google AI Blog | Click Here | Advanced |
| Distill.pub | Click Here | Advanced |
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