Time to Finish:

Date Duration (Hours)
2/27/2025 6h: 38min
3/1/2025 4h: 21min
3/2/2025 1h: 17min
3/3/2025 40min

Week 4: Protein Design Part I

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Picture Source: Bordin, Nicola et al (2023). Novel machine learning approaches revolutionize protein knowledge. Trends in Biochemical Sciences, Volume 48, Issue 4, 345 - 359

Lecture

<aside> <img src="/icons/slide_green.svg" alt="/icons/slide_green.svg" width="40px" /> Lecture slides: Zhang - Protein Design - 2.25.25

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<aside> <img src="/icons/video-camera_yellow.svg" alt="/icons/video-camera_yellow.svg" width="40px" /> Recording will be updated here after the class!

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Recitation

<aside> <img src="/icons/slide_green.svg" alt="/icons/slide_green.svg" width="40px" /> Recitation Slides will be updated here after the class!

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<aside> <img src="/icons/video-camera_yellow.svg" alt="/icons/video-camera_yellow.svg" width="40px" /> Recording will be updated here after the class!

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Homework

<aside> ⚠️ Please read through the full assignment before you get started. This assignment is mandatory for MIT/Harvard students and Committed Listeners

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<aside> <img src="/icons/push-pin_green.svg" alt="/icons/push-pin_green.svg" width="40px" /> Key Links: http://docs.google.com/spreadsheets/d/1AsYRLlrRLd6I8abxNHfuz1OtFTSqYZ87_kefBMsxhMo/edit?gid=0#gid=0 https://docs.google.com/spreadsheets/d/19_u8Sd8TdseHP6yAVrDSjIKf0vDU9RNH3SEACx8L22Y/edit?gid=0#gid=0

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Objective:

  1. Learn basic concepts: amino acid structure, 3D protein visualization, and the variety of ML-based design tools.
  2. Brainstorm as a group how to apply these tools to engineer a better bacteriophage (setting the stage for the final project).

Part A. Conceptual Questions