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01:01:48 - Adapting to Deep Learning: A Scientist’s Mindset
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Classroom Contents
Redesigning The Molecules of Life
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- 1 00:00:07 - Introduction: David Baker and Protein Design
- 2 00:01:28 - How David Baker Shifted from Philosophy to Biology
- 3 00:04:58 - What Are Proteins and How Do They Function?
- 4 00:08:26 - How Many Proteins Exist and Have Been Studied?
- 5 00:11:33 - Why Protein Folding Is Crucial to Function
- 6 00:13:10 - How Scientists Predict Protein Structure
- 7 00:18:36- DeepMind's AlphaFold Breakthrough
- 8 00:25:25 - From Prediction to Design: Custom Proteins
- 9 00:27:53 - Making Proteins in the Lab: The Process
- 10 00:31:06 - Real-World Uses: Influenza & Snake Venom Blockers
- 11 00:33:04 - Generative AI for Protein Design
- 12 00:35:47 - Building Catalysts to Break Down Plastics & Methane
- 13 00:40:42 - Applications in Pharma and Disease
- 14 00:45:47 - Making Plants More Climate Resilient
- 15 00:51:38 - Future of Protein-Based Machines
- 16 00:54:20 - Neurodegenerative Disease Research
- 17 00:59:23 - Brain-Computer Interfaces and Sensors
- 18 01:01:48 - Adapting to Deep Learning: A Scientist’s Mindset
- 19 01:06:17 - Where AI and Physics Methods Intersect
