Machine Learning Assignments

University of Texas at Dallas

Homework 1

Naive Bayes and Logisitic Regression for Text Classification

• Kindly find the problem description of Homework 1 here.
• Kindly find the Readme file of Homework 1 here.

Homework 2

Collaborative Filtering, Neural Networks, K Nearest Neighbors and SVMs

• Kindly find the problem description of Homework 2 here.
• Kindly find the Readme file of Homework 2 here.

Homework 3

Tree Classifiers, K-means Clustering on Images

• Kindly find the problem description of Homework 3 here.

Homework 4

Tree Bayesian Networks, Mixture of Tree Bayesian Networks using EM, Mixture of Tree Bayesian Networks using Random Forests

• Kindly find the problem description of Homework 4 [here](/HW4/ml_homeworks (1).pdf).
• Kindly find the Readme file of Homework 4 here.