AI Learning Resources
Curated collection of the best resources to learn about artificial intelligence
Online Courses
Learn AI through structured online courses
Fast.ai: Practical Deep Learning
Learn deep learning through practical projects and hands-on coding
DeepLearning.AI: ChatGPT Prompt Engineering
Master the art of prompt engineering for large language models
Google: Machine Learning Crash Course
Learn ML concepts from Google's engineers
Stanford CS224N: NLP with Deep Learning
Complete course on modern NLP techniques using deep learning
Coursera: AI for Everyone
Non-technical course to understand AI's impact on society
MIT 6.S191: Deep Learning
Introduction to deep learning methods and applications
Books & Publications
Essential reading materials for AI learning
Deep Learning by Ian Goodfellow
Comprehensive guide to deep learning fundamentals
Hands-On Machine Learning with Scikit-Learn
Practical guide to implementing ML algorithms
AI Superpowers by Kai-Fu Lee
Understanding the AI race between China and Silicon Valley
Life 3.0 by Max Tegmark
Exploring the future of AI and its impact on humanity
Pattern Recognition and Machine Learning
Comprehensive guide to machine learning techniques
Research Papers
Latest research and breakthroughs in AI
Video Content
Video tutorials and educational content
3Blue1Brown: Neural Networks
Visual explanations of neural network concepts
Yannic Kilcher: AI Paper Explanations
Detailed explanations of important AI research papers
Two Minute Papers
Quick summaries of latest AI research
Interactive Tools
Hands-on learning tools and playgrounds
TensorFlow Playground
Interactive visualization of neural networks
Google Colab
Free Jupyter notebook environment with GPU
Kaggle Learn
Interactive ML & AI tutorials with real datasets