Machine Learning

This module will introduce you to the world of machine learning using Galaxy. Start with the tutorial at your own pace. If you need support contact us via the Slack Channel #gta_machine-learning.

Organisers(s) Anup Kumar avatar Anup Kumar
Instructor(s) orcid logoAnna Syme avatar Anna SymeAnup Kumar avatar Anup KumarEmmanuel Augustine avatar Emmanuel AugustineGareth Price avatar Gareth PriceIgor Makunin avatar Igor Makuninorcid logoMichelle Terese Savage avatar Michelle Terese Savage

Need help with these tutorials?

Open Slack support channel for this track:   #gta_machine-learning

Machine Learning

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

Lesson Slides Hands-on Recordings

Introduction to machine learning

Lecture Slides; Lecture Video
Regression in Machine Learning

Classification in Machine learning lecture

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