🤖 AI Learning Hub

Master Artificial Intelligence from Scratch - Complete Roadmap & Resources

KISS (Keep It Simple, Stupid) Approach

📚 Start from Zero - 6-Step Learning Path

1

Math Basics

Linear Algebra, Calculus, Stats

2

Python Programming

Core Python + Libraries

3

ML Fundamentals

Supervised & Unsupervised

4

Deep Learning

Neural Networks & CNN

5

NLP & Computer Vision

Specialized Domains

6

Projects & Deployment

Real-world Applications

🎓 FREE AI Courses & Certifications

Beginner Level

• Deep Learning Specialization (Coursera) FREE
• Kaggle Learn - Machine Learning FREE
• Google ML Crash Course FREE

Intermediate Level

• fast.ai - Practical Deep Learning FREE
• Stanford CS231n (Computer Vision) FREE
• Andrew Ng's Machine Learning FREE

Advanced Level

• DeepLearning.AI Courses
• NVIDIA DLI Courses
• MIT AI Courses (edX)

📖 Official Documentation & Libraries

Core Libraries

• TensorFlow Documentation
• PyTorch Documentation
• Scikit-Learn User Guide

Data & Visualization

• Pandas Documentation
• NumPy Documentation
• Matplotlib Documentation

Specialized Tools

• HuggingFace Transformers
• OpenCV Documentation
• spaCy (NLP) Docs

💻 Practice & Coding Platforms

Kaggle

• Competitions
• Datasets
• Notebooks

GitHub Learning

• Trending AI Repos
• OSSU AI Curriculum
• ML Projects

Other Platforms

• Google Colab
• CodeWars (Python)
• LeetCode ML

📰 Research Papers & Blogs

Paper Repositories

• arXiv.org
• Papers with Code
• OpenReview

AI Blogs

• OpenAI Blog
• Google AI Blog
• DeepMind Blog

Tutorials & Guides

• TensorFlow Tutorials
• PyTorch Tutorials
• ML Mastery

🎥 YouTube Learning Channels

Technical Channels

• 3Blue1Brown (Math)
• Sentdex (Python/ML)
• Andrej Karpathy

Course Channels

• freeCodeCamp
• Krish Naik
• Codebasics

Research Channels

• Two Minute Papers
• Yannic Kilcher
• Arxiv Insights