Machine Learning

This module will introduce you to the world of machine learning using Galaxy.

Organisers(s) Anup Kumar avatar Anup Kumar
Instructor(s) Anup Kumar avatar Anup Kumarorcid logoMichelle Terese Savage avatar Michelle Terese SavageEmmanuel Augustine avatar Emmanuel Augustine

Machine Learning

If you encounter any issue please ask us in this Slack channel.

Lesson Slides Hands-on Recordings

Introduction to machine learning

Lecture Video
Regression in Machine Learning

Classification in Machine learning lecture

Lecture Video
Classification in Machine Learning
Deep Learning (Part 3) - Convolutional neural networks (CNN)
Deep Learning (Part 2) - Recurrent neural networks (RNN)

Fine tuning: Protein large language model lecture

Lecture Video
Fine tune large protein model (ProtTrans) using HuggingFace
interactive-tools machine-learning deep-learning jupyter-lab fine-tuning dephosphorylation-site-prediction