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 during the event contact us via the gta_machine-learning Slack Channel.

Organiser(s) Anup Kumar avatar Anup Kumar
Instructor(s) orcid logoAnna Syme avatar Anna SymeAnup Kumar avatar Anup KumarEmmanuel Augustine avatar Emmanuel Augustineorcid logoMichelle Terese Savage avatar Michelle Terese Savageorcid logoPaulo Cilas Morais Lyra Junior avatar Paulo Cilas Morais Lyra Junior

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
Deep Learning (Part 3) - Convolutional neural networks (CNN)
Deep Learning (Part 2) - Recurrent neural networks (RNN)
Fine tune large protein model (ProtTrans) using HuggingFace
interactive-tools machine-learning deep-learning jupyter-lab fine-tuning dephosphorylation-site-prediction