Adit Radha

Notes for 6.S088 (from the Independent Activities Period at MIT in 2023).

Lecture 1 – Course overview and mathematical preliminaries

Lecture 2 – Linear regression

Lecture 3 – Kernel regression

Lecture 4 – Introduction to neural networks

Lecture 5 – Neural Network Gaussian Processes

Lecture 6 – Neural Tangent Kernel