Broad Institute Courses

Medical and Population Genetics Primer: All of Us Research Program - Part 1

Explore the basics of medical and population genetics, covering human genetic variation, genotyping, and DNA sequencing methods in this informative primer series.

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

Inclusive Genomics: Exploring Genetic Variations in Neglected Populations and Sex Chromosomes

Explore genetic variations in neglected populations and sex chromosomes with Marla Mendes' insights on inclusive genomics.

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

gnomAD v4: Behind the Scenes

Explore the creation, processing, and quality control of gnomAD v4, a comprehensive genomic database, with insights into variant quality and intolerance analysis.

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

Basics of Gene Editing and CRISPR - 2023 MPG Primer

Explore gene editing fundamentals, focusing on CRISPR technology. Learn about its origins, mechanisms, applications in human and mammalian cells, and potential therapeutic uses in various diseases.

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

Clinical Variant and Gene Classification - MPG Primer 2023

Explore clinical variant and gene classification with expert Heidi Rehm. Gain insights into complex trait genetics, human genetic variation, and data analysis techniques for medical and population genetics research.

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

Sequencing Technology Landscape and Current Offerings Overview - Broad Clinical Labs

Explore the sequencing technology landscape and current offerings in clinical labs, focusing on advancements and applications in medical and population genetics.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Connecting GWAS and eQTLs Through Colocalization - MPG Primer 2024

Dive into connecting GWAS and eQTLs through colocalization. Explore basic genetics principles related to human populations and diseases, focusing on complex trait genetics and data analysis techniques.

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

Hierarchical Causal Models

Dive into hierarchical causal models with David Blei in this EWSC-MIT EECS Joint Colloquium, exploring novel insights in biomedical research and machine learning advancements.

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