AlphaFold Courses and Certifications

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
• Self-Paced
• Free Video

TED

How AI Is Saving Billions of Years of Human Research Time

Discover how AI accelerates scientific research through AI analogs, revolutionizing protein folding and drug discovery while dramatically reducing traditional research timelines from years to seconds.

• YouTube
• 17 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Prodramp

Getting Started with ESM Metagenomic Atlas with API and Large Language Models

Introduction to Meta AI's ESM Metagenomic Atlas, exploring protein structures and their importance. Covers API usage, large language models, and practical demonstrations using various tools and resources.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Simons Institute

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

Explore deep learning applications in structural biology and protein design, focusing on AlphaFold2 and emerging methods for visualizing proteins and creating novel ones for therapeutic use.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Harvard CMSA

Machine Learning for Protein Structure Prediction - AlphaFold2 and OpenFold - Part 3

Delve into the limitations of AlphaFold2 and explore new insights from OpenFold's retraining approach to protein structure prediction and machine learning evolution.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Harvard CMSA

Machine Learning for Protein Structure Prediction - Algorithm Space - Part 1

Delve into protein structure prediction through machine learning, exploring AlphaFold2's revolutionary approach, co-evolutionary methods, and CNN applications in structural biology.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Valence Labs

Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom

Explore advanced biomolecular modeling using RoseTTAFold All-Atom. Learn to predict and design complex biological assemblies, including proteins, nucleic acids, and small molecules, with applications in drug discovery and synthetic biology.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Valence Labs

Converging Advances to Accelerate Molecular Simulation

Explore advances in molecular simulation through deep learning, ASIC architectures, and quantum computation. Discover potential applications in sustainable technologies, drug development, and material design.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Valence Labs

Diffusion Probabilistic Modeling of Protein Backbones in 3D for Motif-Scaffolding

Explore diffusion probabilistic modeling for protein backbone design, focusing on motif-scaffolding applications. Learn about SMCDiff algorithm, E(3)-equivariant graph neural networks, and diverse scaffold generation.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Discover AI

AI Design of Molecular Machines - Understanding Proteomics and Protein Structure Prediction

Explore how AI systems like AlphaFold2 revolutionize protein folding prediction and molecular machine design, advancing precision medicine and environmental solutions.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

The Royal Institution

Decoding the Secrets of Life with AI

Discover how AI revolutionizes biology by deciphering genomes, designing molecules, and accelerating medical breakthroughs through cutting-edge applications like AlphaFold.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Transforming Scientific Innovation with AI - Machine Learning in Molecular Sciences and Materials Design

Discover how AI revolutionizes molecular sciences through Machine Learned Force Fields, AlphaFold, and generative models to accelerate materials design and create precision materials.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

AAAS Annual Meeting

AI for Science - Expo Stage Talk - AAAS Annual Meeting

Explore the impact of deep learning on scientific research, from cryoelectron microscopy to AlphaFold, and discover how AI is revolutionizing various scientific disciplines.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

Simons Institute

The State of Protein Structure Prediction and Related Advancements

Explore advancements in protein structure prediction, focusing on OpenFold's optimized implementation of AlphaFold2 and its implications for structural biology research.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video