April 2022 Machine Learning for Science Training Course Session Recordings

Dates: 4th April to 8th April 2022

The following links are only available to the attendees of the April 2022 training course. For details of upcoming courses, please follow the DiRAC twitter page.

Please follow the links below to view the recordings of the course lectures.

Classical Machine Learning

Introduction to Machine Learning

Supervised Learning Tequniques

Unsupervised Learning Techniques

Deep Neural Networks

Deep Neural Networks

Convolutional Neural Networks & Pretrained Models

Image Processing

Long Short-Term Memory (LSTM) Networks

Back Propagation and Gradient Descent

Debugging and Exploring ML Solutions

Generative Models

Generative Models Introduction

Generative Models Autoencoders

Generative Models VAEs

Generative Models GANs

Helping you prepare for the future