Gradient Descent Courses
Simons Institute via YouTube Differential Calculus on Persistence Barcodes
Applied Algebraic Topology Network via YouTube Learning Deep Matrix Factorizations Via Gradient Descent - Implicit Bias Towards Low Rank
Institute for Pure & Applied Mathematics (IPAM) via YouTube Gradient Descent, Stochastic Gradient Descent, and Acceleration - Part 2
Institute for Pure & Applied Mathematics (IPAM) via YouTube Introduction to Deep Learning
Udacity Deep Learning Fundamentals - Full Stack Deep Learning
The Full Stack via YouTube Machine Learning - The Bare Math Behind Libraries
Devoxx via YouTube Machine Learning - The Bare Math Behind Libraries
Devoxx via YouTube Differentiable Programming for End-to-end Optimization of Experiments - Lecture 6
International Centre for Theoretical Sciences via YouTube Optimization: Higher-order Methods - Part 1
Simons Institute via YouTube