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Week 10Section 1

AI in Protein Science

Machine learning applications in protein design

30-45 minSection0/1 Activities Complete
Overview

Machine learning applications in protein design

Activities & Tasks
1

RNN Training

Build neural networks for sequence generation

coding
Start
Week Resources

Required Readings

AlphaFold Paper (Nature 2021)
Read
ML in protein engineering review
Read

Exercises

Coding Exercise

Train simple RNN to generate amino acid strings

Visualization

Plot sequence logos with Logomaker

Complete this section

Mark as complete when you've finished all activities