AI & Machine Learning

Deep learning, language models, reinforcement learning, statistical learning theory, representation learning, and vision.

8 courses · 111 standalone talks · 283 lectures

All AI & ML Language Models & NLP (114)Deep Learning (87)Statistical Learning & Causality (60)Algorithms & Data Structures (43)Reinforcement Learning (38)Complex Systems & Scaling (21)Neuroscience & Cognition (19)Probability & Information Theory (17)machine learning (15)Moral & Political Philosophy (14)

Showing 9 of 9 lectures

Lecturej/k navigate · c chapters · s save · x watched

Scholar · University

Chapters · Duration

Spelled-Out Intro to Neural Networks & Backpropagation: Building micrograd

Spelled-Out Intro to Neural Networks & Backpropagation: Building micrograd

NN-Z2H · Lec 1 · Andrej Karpathy · Eureka Labs

Andrej Karpathy Eureka Labs

2:34:45

5. Insurance, the Archetypal Risk Management Institution, its Opportunities and Vulnerabilities

5. Insurance, the Archetypal Risk Management Institution, its Opportunities and Vulnerabilities

ECON 252 · Lec 5 · Robert Shiller · Yale University

Robert Shiller Yale University

1:13:15

3. Technology and Invention in Finance

3. Technology and Invention in Finance

ECON 252 · Lec 3 · Robert Shiller · Yale University

Robert Shiller Yale University

1:15:28

8. Theory of Debt, Its Proper Role, Leverage Cycles

8. Theory of Debt, Its Proper Role, Leverage Cycles

ECON 252 · Lec 8 · Robert Shiller · Yale University

Robert Shiller Yale University

1:15:16

Lecture 21: Exchanges, Brokers, Dealers, Clearinghouses (ECON 252)

Lecture 21: Exchanges, Brokers, Dealers, Clearinghouses (ECON 252)

ECON 252 · Lec 21 · Robert Shiller · Yale University

Robert Shiller Yale University

1:09:22

Lecture 20: Professional Money Managers and their Influence (ECON 252)

Lecture 20: Professional Money Managers and their Influence (ECON 252)

ECON 252 · Lec 20 · Robert Shiller · Yale University

Robert Shiller Yale University

1:13:25

Machine Learning: Optimization and Neural Networks (CS 188)

Machine Learning: Optimization and Neural Networks (CS 188)

CS 188 · Lec 22 · Pieter Abbeel · UC Berkeley

Pieter Abbeel UC Berkeley

1:25:00

Lecture 9: Corporate Stocks (ECON 252)

Lecture 9: Corporate Stocks (ECON 252)

ECON 252 · Lec 9 · Robert Shiller · Yale University

Robert Shiller Yale University

1:16:40

Lecture 14: Guest Speaker Maurice "Hank" Greenberg (ECON 252)

Lecture 14: Guest Speaker Maurice "Hank" Greenberg (ECON 252)

ECON 252 · Lec 14 · Maurice "Hank" Greenberg · Yale University

Maurice "Hank" Greenberg Yale University

1:10:49

More categories

Systems & CS (504)Mathematics (518)Physics & Cosmology (366)History & Humanities (371)Philosophy & Ethics (286)Biology & Neuroscience (332)Economics & Finance (323)Algorithms & Theory (370)Engineering & Robotics (333)