Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Deep Learning in Structural Biology and Protein Design - How, Where, and Why

Simons Institute via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the applications of deep learning in structural biology and protein engineering through this comprehensive tutorial. Delve into the inner workings of AlphaFold2 and other emerging deep learning methods used to visualize and understand naturally occurring proteins, as well as design novel proteins for therapeutic and environmental purposes. Examine the assumptions on biological data distributions and discuss hypotheses for the crucial ingredients of successful deep learning applications in this field. Gain insights into how these advanced techniques are revolutionizing our understanding of the approximately 20,000 different proteins found in the human body and their diverse functions. Learn from UC Berkeley's Chloe Hsu as she presents this informative talk as part of the Deep Learning Theory Workshop and Summer School at the Simons Institute.

Syllabus

Deep Learning in Structural Biology and Protein Design: How, Where, and Why

Taught by

Simons Institute

Reviews

Start your review of Deep Learning in Structural Biology and Protein Design - How, Where, and Why

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.