Broad Institute Courses

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

Biological and Technological Frontiers for Single-Cell Proteomics

Explore single-cell proteomics methods for decoding biological functions through protein variation analysis, focusing on mass spectrometry innovations and data interpretation strategies.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

New Perspectives on Diabetes: The Many Subtypes of Type 2

Explore genetic insights into type 2 diabetes subtypes, their implications for patient care, and future research directions in this comprehensive discussion.

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

Beyond Cells: The Importance of Gene Programs and Tissue Context

Explore gene programs and tissue context beyond individual cells, uncovering novel insights into pressing biomedical questions through advanced machine learning techniques.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Polygenic Prediction Across Populations - Ancestry, Genetic Architecture, and Methodological Considerations

Explore polygenic prediction across populations, examining ancestry, genetic architecture, and methodological considerations for improved understanding of complex trait genetics.

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

Deep End-to-end Causal Inference and Introduction to Causal Discovery

Explore deep end-to-end causal inference and discover its applications in data-driven decision-making across various domains. Learn about causal discovery, inference, and the Microsoft causal AI suite.

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

MPG Primer: Introduction to Fine-Mapping - 2023

Explore fine-mapping techniques in genetics, covering basic principles, statistical methods, and applications in identifying causal variants for complex traits and diseases.

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

Engineering Selective Covalent Ligands for Diverse Applications in Biology

Explore the design and application of covalent binding small molecule probes for enzyme monitoring, with focus on cancer and infectious disease imaging and therapy targets.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Modeling Rare Variation and Calculating Genetic Constraint - MPG Primer 2023

Explore genetic constraint calculation and rare variation modeling techniques for understanding human population genetics and disease mechanisms.

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