Course in Machine Learning (Classical and Quantum)

January 13, 2025
11:30am to 1:00pm

IFT Seminar Room/Red Room

Theoretical Physics, general interest
Speaker: 
Adrian Perez-Salinas
Institution: 
Leiden University
Location&Place: 

IFT Seminar Room/Red Room

Abstract: 

This class will be dedicated to introduce basic notions of machine learning. In this chapter we will discuss the purpose
of the algorithms, and some of the basic concepts and language needed for that, such as data, models, training, overfitting,
etc.

Contents of first class:

1.1 What is machine learning
1.2 Types of machine learning
  1.2.1 Regression
  1.2.2 Supervised classification
  1.2.3 Unsupervised classification
  1.2.4 Generative modelling
  1.2.5 Reinforcement learning


pie de foto: