Introduction to Machine Learning

Assignments: 2, 3, 4, 5, 6, 8, 9, 10, 12, 13

Assignment 2 - Linear Regression

Assignment 3 - Logistic Regression

Assignment 4 - Naive Bayes

Assignment 5 - kNN and SVM

Assignment 6 - Decision Tree

Assignment 8 - Clustering k-means

Assignment 9 - Dimensionality reduction PCA

Assignment 10 - Learning from text

Assignment 12 - Recommender systems

Assignment 13 - Anomaly Detection