Math 1900: Introduction to the Mathematics of Machine Learning

Lab 1 (you do not need to turn anything in)

Lab 2 (Due 9/13 by 11:59pm)

Lab 3 (Due 9/20 by 11:59pm)

Lab 4 (Due 10/2 by 11:59pm)

Lab 5 (Due 10/9 by 11:59pm)

Lab 6 (Due 10/16 by 11:59pm)

Lab 7 (Due 10/23 by 11:59pm)

Lab 8 (Due 10/30 by 11:59pm)

Lab 9 (Due 11/6 by 11:59pm)

Lab 10 (Due when you get it working)

Lab 11 (Due 12/13)

IMDB example

• Syllabus
• Notes on K-means algorithm by Christian Bauckhage
• Website giving examples of the K-means algorithm in action
• Convex Optimization textbook by Stephen Boyd and Lieven Vandenberghe
• SGD Presentation
• SVM with Kernel Method Visualization
• Convnet Visualization