Protein Folding Courses and Certifications

Protein Folding in Pores and Emulsions

Explore protein folding in cellular environments, examining crowding effects, energy landscapes, and shape parameters to understand biological processes and experimental data.

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

Valence Labs

Protein Folding and Design - Day 5

Explore protein folding and design techniques with Alex Tong, delving into advanced machine learning applications for drug discovery and structural biology.

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

Manolis Kellis

Protein Folding Algorithms - Lecture 9

Explore protein folding algorithms, their applications, and computational approaches in structural biology and drug discovery.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Does Life Compute? Understanding Protein Folding and Biomolecular Assembly

Explore the mathematical structures behind protein folding and biomolecular assembly, examining computational approaches and theoretical models that illuminate life's fundamental processes.

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

Discover AI

AI Swarm Intelligence for Protein Folding

Explore MIT's groundbreaking AI swarm intelligence system that revolutionizes protein sequence design at the molecular level using collaborative large language model agents.

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

Center for Language & Speech Processing(CLSP), JHU

Protein Folding and Parsing

Explore the fascinating intersection of computational linguistics and bioinformatics through protein folding analysis and parsing techniques.

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

Two Minute Papers

DeepMind AlphaFold - A Gift to Humanity

1 rating

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
• Self-Paced
• Free Video

The Royal Institution

The Physics of Life - How Water Folds Proteins

Explore water's crucial role in protein folding and life, from its universal solvent properties to its impact on biological components, with insights from cutting-edge research and experiments.

• YouTube
• 45 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

Broad Institute

Protein Design Using Deep Learning

Dive into protein design using deep learning with David Baker. Explore cutting-edge techniques and insights at the intersection of AI and biomedical research.

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

Structure in Motion - Geometric Insights in Protein Folding, Robot Kinematics, and Auxetic Materials

Explore geometric insights on protein folding, robot kinematics, and auxetic materials. Discover analogies and structural characteristics in this presentation by mathematics and computer science professors Borcea and Streinu.

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

Institute for Pure & Applied Mathematics (IPAM)

Diffusion Based Distributional Modeling of Conformers, Blind Docking and Proteins

Explore diffusion-based modeling for conformers, blind docking, and proteins. Learn about torsional diffusion, generative docking, and 3D motif scaffolding in molecular systems.

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

Institute for Pure & Applied Mathematics (IPAM)

OpenFold - Lessons and Insights From Rebuilding and Retraining AlphaFold2

Insights from rebuilding AlphaFold2: OpenFold's optimized implementation, training process analysis, and implications for protein structure prediction and broader applications in structural biology.

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

Manolis Kellis

Intro to Protein Structure - Lecture 8

Explore protein structure fundamentals, including amino acid composition, peptide bonds, and folding mechanisms. Gain insights into structural hierarchy and functional implications.

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