README.md

MLatMIPS-2020

Welcome to the Machine Learning part of the course!

For the practical part we are going to use Google Colab. In order to be able to use it, please make sure you have a google account.

Introductory part:

• Introduction to python
• Introduction to numpy, pandas and matplotlib with the Titanic dataset

Linear models:

At the seminar we'll go through the following two notebooks:

• ML basics with linear models
• Working with LHCb data for particle identification

Pytorch:

At the seminar we'll go through the pytorch basics:

• Notebook