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

YouTube

DeepMind AlphaFold - A Gift to Humanity

Two Minute Papers via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the groundbreaking DeepMind AlphaFold project in this informative video. Delve into the complexities of protein folding and understand why it's considered a grand challenge in biology. Learn about the CASP competition and AlphaFold's remarkable results. Examine the inner workings of the system, including iterative refinement, convolutional neural networks, and transformers. Discover how physics knowledge is incorporated and the potential applications of this technology. Gain insights into future developments and current limitations of AlphaFold. Conclude with an important message about the impact of this scientific breakthrough on humanity.

Syllabus

What is protein folding?
Is it so hard!
CASP
AlphaFold's results
Let's look inside!
Iterative refinement
Convolutional neural networks
Transformers
Everything matters!
Adding physics knowledge
What is this good for?
A gift to humanity!
Future works
AlphaFold's weaknesses
An important message

Taught by

Two Minute Papers

Reviews

Start your review of DeepMind AlphaFold - A Gift to Humanity

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.