Assignments

You can download the assignments here. Also check out each assignment page for any additional info.

• Assignment #1 - Probability theory and Linear Algebra
• Assignment #2 - Multivariate Distributions  
• Assignment #3 - Distance and Similarity Measures + Supervised Learning  
• Assignment #4 - Unsupervised Learning: Clustering
• Assignment #5 - Unsupervised Learning: PCA  
• Assignment #6 - Unsupervised Learning: MDS  
• Mock Exam