Broad Institute Courses

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

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

Seurat v5: Cross-Modality Mapping and Large-Scale Clustering of Single-Cell Data

Explore advanced techniques for integrating and analyzing single-cell data across modalities using Seurat v5, including bridge integration and atomic sketching for improved scalability and clustering.

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

Building a Mind for Cancer

Explore innovative approaches to understanding cancer through AI and machine learning with Trey Ideker's insightful presentation on building a computational mind for cancer research.

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

Greater Genetic Diversity is Needed in Human Pluripotent Stem Cell Models - 2023

Explore genetic diversity in human pluripotent stem cell models and its importance for medical research. Learn about complex trait genetics and cutting-edge DNA sequencing methods.

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

Mono- and Bi-valent Allele Impact in Medical and Population Genetics - 2023 Primer

Explore mono- and bi-valent allele impact in genetics, focusing on population bottlenecks, disease-causing variants, and heterozygous effects. Gain insights from Finland research project.

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

Foundation Models for Therapeutic Design and Treatment Prediction

Explore foundation models for therapeutic design and treatment prediction, focusing on novel insights in biomedical research and machine learning advancements.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video