Structural Biology Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Free Video

The Royal Institution

What Are Chickens Made Of? - 1980 Christmas Lectures 1/6

Explore the molecular building blocks of life through proteins and nucleic acids, examining how collagen forms skin and bone while keratin creates hair structure.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Paul G. Allen School

Design of New Protein Functions Using Deep Learning

Discover how Nobel laureate David Baker uses deep learning to design new proteins from scratch, addressing modern challenges in medicine, technology, and sustainability.

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

Y Combinator

The Future of AI Molecular Discovery

Explore how machine learning transforms structural biology, revealing protein dynamics through cryo-electron microscopy and tackling inverse problems in molecular discovery.

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

APS Physics

More Synchrotron Light for Latin America in the Greater Caribbean

Explore the potential for expanding synchrotron light facilities in Latin America and the Caribbean, discussing scientific advancements, regional collaborations, and socioeconomic impacts.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

APS Physics

Momentum Grows for the African Light Source

Explore the importance of an African Light Source for addressing challenges, developing skills, and driving innovation in science and technology across the continent.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Spectral Decomposition of Atomic Structures in Heterogeneous Cryo-EM

Innovative approach to recover 3D atomic structures of flexible macromolecules from cryo-EM data, combining biological knowledge with spectral analysis to estimate conformational variations.

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

Institute for Pure & Applied Mathematics (IPAM)

Inference Poses for Reconstruction of 3D Molecular Volumes from Cryo-EM Images

Explore innovative techniques for reconstructing 3D molecular structures from cryo-EM data, focusing on the cryoAI algorithm that combines machine learning and physics-based approaches for efficient processing of large datasets.

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

Institute for Pure & Applied Mathematics (IPAM)

Molecular Structure Extrapolation to Zero Dose with CryoEM - IPAM at UCLA

Explore zero-dose extrapolation in cryoEM, enhancing structural detail and insights into radiation damage for improved molecular visualization and atomic model refinement.

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

The Rockefeller University

Antibody Therapeutics and Pathways to Prevention

Explore cutting-edge antibody therapeutics and prevention strategies for COVID-19 with experts from Rockefeller University, discussing ongoing research and clinical efforts to combat the pandemic.

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

Institute for Pure & Applied Mathematics (IPAM)

High Throughput, High Performance Algorithms for High Resolution Subtomogram Averaging

Explore high-performance algorithms for subtomogram averaging in cryo-electron microscopy, focusing on tools like TomoBEAR and SUSAN to enhance throughput and resolution in structural biology.

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

Materials Research Society

The Effect of Osmotic Pressure on Collagen Mimetic Sequences

Groundbreaking analysis of collagen molecule behavior upon dehydration using collagen mimetic peptides. Reveals sequence-dependent elongation or contraction, crucial for understanding biological materials.

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

Materials Research Society

De Novo Protein Design Using Deep Learning and Musical Representations

Explore innovative protein design using deep learning and musical representations, bridging materials science and artificial intelligence for groundbreaking bioengineering applications.

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