- Exercise 1. Introduction in Python
- Lecture 1. Introduction
- Exercise 2. Introduction in Python
- Exercise 3. Introduction into Python
- Lecture 2. Linear regression with one variable. Gradient descent
- Lecture 3. Operations with matrices and vectors - review
- Exercise 4. Linear regression with one variable. Gradient descent
- Exercise 4. Linear regression with one variable - data (data.zip)