Machine Learning for Life Sciences Research

Welcome to an immersive dive into machine learning best practices and applications in life sciences. This week-long, in-person workshop guides participants through machine learning fundamentals up to cutting edge deep learning tools and methodologies for implementation in life sciences research.

Attendees will also gain hands-on experience utilizing TACC’s high performance computing (HPC) systems, learn effective techniques to prepare and manage preprocessing of datasets, and learn how to build and train their own models efficiently and accurately.

Contents:

• Introduction to Systems and Data
• Hands-on Machine Learning
• Hands-on Deep Learning
• ML/DL on HPC Systems
• Special Topics: LLMs in Biology

Additional Resources

• Slack: https://tacc-learn.slack.com/

• Containers @ TACC: https://containers-at-tacc.readthedocs.io/en/latest/index.html