Learning Resources

Passive learning isn't enough - you need to make stuff. Either way, here's some stuff to get you started.

Passive Learning Resources

Cambridge Undergraduate Courses

• Machine Learning and Real-world data (Part IA)
• Data Science (Part IB)
• Artificial Intelligence (Part IB)
• Machine Learning and Bayesian Inference (Part II)
• Deep Neural Networks (Part II)

YouTube Channels

• Andrej Karpathy
• DeepMind

Books

• Reinforcement Learning: An Introduction - Richard S. Sutton and Andrew G. Barto

Websites

Podcasts

• Dwarkesh Podcast
• Lex Fridman Podcast

Suggestions