Theory and Practice S2E4: Dr. Caroline Uhler on Harnessing the Power of Machine Learning to Drive New Discoveries in Biology
Apr 29, 2021
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14
Introduction
00:00 • 2min
Eric and Windy Schmidt Centere - Congratulations on Your New Role as Co Director
02:09 • 5min
What Is a Graphical Model?
06:41 • 2min
What's the Holy Grail of Jean Regulation?
08:49 • 3min
Is It Possible to Build, Predict or Fix a Diseased State?
11:27 • 3min
How Do We Combine Interventional Genome Data?
14:48 • 3min
The Concept of Causal Transportability in Biology
17:43 • 6min
Is There a Future in Machine Learning?
23:18 • 3min
I Think the Computational a Tools Will Be Going Across Scales as Well
26:24 • 4min
What Are the Future Directions?
29:59 • 2min
Do You Have a Hammer or a Nail?
32:19 • 4min
The New Generation of Theoreticians
35:54 • 4min
Is Perametrized Modeling a Good Idea?
39:38 • 3min
Theory and Practice - Part 2
42:50 • 2min