High-dimensional Data Courses
Georgia Institute of Technology via Udacity Dimensionality Reduction in Python
DataCamp Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
Steve Brunton via YouTube Recent Developments in Supervised Learning With Noise
Simons Institute via YouTube PCA for High-Dimensional Heteroscedastic Data
Fields Institute via YouTube Nonlinear Dynamics, High Dimensional Data, and Persistent Homology
Applied Algebraic Topology Network via YouTube Tensor Graphical Models for Complex and High Dimensional Data
Simons Institute via YouTube Sketching High-Dimensional Data
Simons Institute via YouTube High-Dimension Perspective on Extracting & Encoding Information in Chemical Systems
Institute for Pure & Applied Mathematics (IPAM) via YouTube Non Asymptotic Analysis of L1 Support Vector Machines
Hausdorff Center for Mathematics via YouTube