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AI Resources
📚 Books
- Artificial Intelligence: A Guide for Thinking Humans - Melanie Mitchell
- Pattern Recognition and Machine Learning - Christopher M. Bishop
- Deep Learning - Ian Goodfellow, Yoshua Bengio, Aaron Courville
🎓 Courses
- CS50’s Introduction to AI - Harvard University
- Fast.ai Practical Deep Learning - Fast.ai
- MIT 6.S191: Introduction to Deep Learning - MIT
🛠️ Tools & Libraries
- TensorFlow - Open-source machine learning framework
- PyTorch - Deep learning framework developed by Facebook
- Hugging Face Transformers - Library for NLP models
📑 Papers
- Attention Is All You Need - Introduced the Transformer model
- GANs: Generative Adversarial Networks - Goodfellow et al.
- BERT: Pre-training of Deep Bidirectional Transformers - Google Research
🌍 Communities
- r/MachineLearning - Reddit AI & ML discussions
- Papers with Code - Latest AI research with code
- AI Alignment Forum - AI safety and alignment research
📢 Newsletters & Blogs
- The Batch - DeepLearning.AI Newsletter
- Distill.pub - AI research explained visually
- Sebastian Ruder’s Blog - NLP & ML research insights