In this repo I place solutions to my artificial intelligence labs that I made during my studies. I write code in Jupyter Notebook and JetBrains DataSpell
In first laboratories task was to:
- Calculate closed-form solution for given dataset using numpy matrices
- Do a linear regression in iterative method using mean square error function gradient