Course Material & Lectures

📖 Course Material

It is in the form of Jupyter Notebook slides with math, code, drawings, plots and explanations

• Slides and material will be uploaded before every lecture on Google Classroom and here.
• Good starting point but may be not enough.
• Textbooks are required.

Lectures

Opening the Binder link will reproduce the slides live.

• Go forward pressing Space
• Backward with Shift+Space.

Be patient, it takes a while to load Binder. Thanks.

Contributors

Material

Date	Topic	Slides	Github Folder
	Introduction
Feb 27, 29	Introduction to ML
Mar 5, 7	The geometry of linear maps
	Unsupervised Learning
March 12, 19	Eigendecomposition, PCA, Intro to 3DMM
March 21, 26	PCA high dim