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)