Archive

Daily Collection (Feb 22, 2021)

Introduction to Differential Equations (Aug 1, 2019)

Structure and Interpretation of Compupter Programs 2 (Feb 1, 2019)

Structure and Interpretation of Compupter Programs 1 (Jan 1, 2019)

Legendre Transformation (Dec 3, 2018)

Negative Entropy (Dec 2, 2018)

Matrix Calculus (Dec 1, 2018)

Conjugate Prior (Feb 1, 2018)

The Exponential Family (Jan 1, 2018)

Introductory Lectures on Convex Optimization 2 (Mar 1, 2017)

Introductory Lectures on Convex Optimization 1 (Feb 1, 2017)

Optimization Methods for Large Scale Machine Learning (Jan 1, 2017)

Machine Learning Techniques (Apr 1, 2015)

Machine Learning Foundations (Jan 1, 2015)