AlphaFold Courses and Certifications

Valence Labs

AlphaFold Meets Flow Matching for Generating Protein Ensembles

Explore flow-based generative modeling for protein conformational landscapes using AlphaFold and ESMFold, offering precise and diverse structural predictions with potential to accelerate molecular dynamics simulations.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Valence Labs

Towards Rational Drug Design with AlphaFold 3

Explore rational drug design using AlphaFold 3, uncovering its potential in revolutionizing pharmaceutical development and molecular modeling.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Valence Labs

Inverse Problems with Experiment-Guided AlphaFold

Explore a framework for building experiment-grounded protein structure generative models that infer conformational ensembles consistent with experimental data, treating AlphaFold3 as a structural prior for posterior inference.

• YouTube
• 48 minutes
• On-Demand
• Free Video

The University of Chicago

The Science Behind Nobel-Winning AlphaFold Program

Discover how Nobel Prize winner John Jumper developed AlphaFold, the revolutionary AI system for protein structure prediction, and learn about its evolution, impact on molecular biology, and future applications in science.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Harvard CMSA

Machine Learning for Protein Structure Prediction - AlphaFold2 Architecture - Lecture 2

Delve into AlphaFold2's architecture, exploring protein structure prediction through neural networks, co-evolutionary principles, and applications in structural biology and RNA prediction.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Two Minute Papers

DeepMind AlphaFold - A Gift to Humanity

1 review

Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Yannic Kilcher

DeepMind's AlphaFold 2 Explained - AI Breakthrough in Protein Folding - What We Know and What We Don't

Comprehensive exploration of DeepMind's AlphaFold 2, a groundbreaking AI system that solved the protein folding problem. Covers the science, previous approaches, and potential implications for biology and medicine.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Broad Institute

Exploring the Protein Universe via Highly Accurate Structural Predictions and Fundamentals of Protein Sequence and Structure Analysis

Explore computational methods for analyzing protein structures at billion-scale using AlphaFold2, ESMfold, and tools like MMseqs2, Foldseek for biological insights.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Bioinformatics With BB

Artificial Intelligence for Protein Modeling - DNA, RNA and Ion Docking Explained

Discover how AlphaFold3 revolutionizes structural biology through AI-powered protein modeling, enabling accurate predictions of 3D molecular structures, DNA/RNA interactions, and protein-protein binding mechanisms.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Y Combinator

AI is Revolutionizing Scientific Discovery - AlphaFold and the Future of Structural Biology

Discover how Nobel laureate John Jumper revolutionized biology with AlphaFold, solving protein folding through deep learning and making millions of protein structures accessible worldwide.

• YouTube
• 27 minutes
• On-Demand
• Free Video

The Royal Institution

Understanding AlphaFold - AI in Protein Structure Prediction

Explore AlphaFold's revolutionary impact on protein structure determination with Dame Janet Thornton. Discover how this AI program is transforming bioinformatics and its potential future applications.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Valence Labs

Accelerating Cryptic Pocket Discovery Using AlphaFold and Markov State Modeling

Explore cryptic pocket discovery using AlphaFold and Markov State Modelling. Learn about Plasmepsin II, transition states, and activation mechanisms in drug discovery.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Alan Turing Institute

AlphaFold and Beyond - How AI and Data Science are Revolutionizing Biology

Explore AI's impact on biology, focusing on AlphaFold's protein structure prediction and advancements in health data science and genomics with Professor Tim Hubbard.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

TED

How AI Is Unlocking the Secrets of Nature and the Universe

Demis Hassabis explores AI's potential to accelerate scientific discovery, from predicting protein shapes to unraveling mysteries of the mind and universe, showcasing its transformative impact on human knowledge.

• YouTube
• 26 minutes
• On-Demand
• Free Video

World Science Festival

Redesigning The Molecules of Life

Discover how Nobel laureate David Baker revolutionizes protein design to create custom molecules for medicine, climate solutions, and breaking down plastics using AI.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video