This repository contains the slides, programs, and assignment for the lectures on

• Machine learning
• Knowledge representation
• Natural language processing

The folders

• slides: the slides of my lectures
• assignments: the assignment on linear and logistic regression
• gradient descent practice: a program to help you start with gradient descent. It is the solution to the linear regression part of the assignment
• programs: the programs I used in the lectures