Assignment #1: Univariate and Multivariate Linear Regression
Assignment #2: Logistic Regression
Assignment #3: Multi-class Classification and Neural Networks
Assignment #4: Neural Networks Learning
Assignment #5: Regularized Linear Regression and Bias v.s. Variance
Assignment #6: Support Vector Machines
Assignment #7: K-means Clustering and Principal Component Analysis
Assignment #8: Anomaly Detection and Recommender Systems