Broad Institute Courses

Interpretable Machine Learning for Model Oversight and Insight

Explore interpretable machine learning techniques for model oversight and gaining valuable insights with Finale Doshi-Velez in this colloquium on AI applications in biomedicine.

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

AI in Drug Discovery: What Do We Need for Being Successful?

Explore AI's role in drug discovery with Sanofi-Aventis scientist Christoph Grebner, discussing key success factors and industry insights.

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

Decoding Biology with Data Abundance - Machine Learning in Drug Discovery

Explore data-driven approaches to decode biology and revolutionize drug discovery with insights from Recursion's AI and Digital Sciences expert.

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

Machine Learning for Discovery of Translatable Targets and Biomarkers - Keynote

Explore machine learning applications in drug discovery with Daphne Koller's keynote on translatable targets and biomarkers at the Broad Institute Symposium.

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

Harnessing AI for Drug Discovery: From Property Prediction to Molecular Design

Explore AI's role in drug discovery, from property prediction to molecular design, with Pfizer's Head of Machine Learning Research.

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

PROTPARDELLE: An All-Atom Protein Generative Model - Broad Institute Machine Learning in Drug Discovery Symposium 2023

Explore PROTPARDELLE, an all-atom protein generative model, presented by Stanford's Possu Huang at the Broad Institute's Machine Learning in Drug Discovery Symposium.

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

Automating Design of Molecules via Retrieval Augmented Generative Language Models - Broad Institute Machine Learning in Drug Discovery Symposium 2023

Explore automated molecule design using retrieval-augmented generative language models in drug discovery, presented by Andrew White from the University of Rochester.

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

AI-Driven Drug Design: Optimizing Pharmacokinetics and ADME

Explore AI-driven drug design techniques for optimizing pharmacokinetics and ADME with Novartis Principal Scientist Raquel Rodríguez Pérez at the Broad Institute symposium.

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

Programmable Generative Protein Design - Machine Learning in Drug Discovery

Explore programmable generative protein design with Gevorg Grigoryan, CTO of Generate Biomedicines, in this symposium talk on machine learning in drug discovery.

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

Genetic Diversity in Cell Line Models and CRISPR Experimental Tools - Equity in Biomedicine

Explore genetic diversity's impact on cell line models and CRISPR tools. Learn how increasing diversity enhances scientific insights and translational benefits for equitable biomedical research.

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

Mastering the Art of Negotiation: Principles for Becoming a Better Negotiator - 2023

Domine a arte da negociação com princípios essenciais para se tornar um negociador mais eficaz, apresentado por Anselmo Cassiano Alves.

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

Dynamics of Colonization and Transmission in the Human Gut Microbiome

Explore strain-level dynamics of gut microbiome colonization and transmission, focusing on ecological barriers and the impact of antibiotic perturbations on community composition and stability.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

GRN-Guided Simulation of Single-Cell RNA-Seq and Primer on Causal GANs

Explore GRouNdGAN for simulating single-cell RNA-seq data and learn about CausalGANs for gene regulatory network analysis and in-silico perturbation experiments.

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

Meaningful Signals Within Deep Learning Models for Biology - Primer and Meeting

Explore deep learning models in biology, from curating meaningful pre-training data to disentangling experimental noise, enhancing performance in biomedical imaging and high-throughput microscopy experiments.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

Genome-Wide Association Studies (GWAS): A Refreshed Perspective - 2024

Dive into the latest perspectives on Genome-Wide Association Studies (GWAS) in this comprehensive primer, exploring advanced techniques and applications in medical and population genetics.

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