Broad Institute Courses

Fighting Food Waste - Sustainability at Broad 2023

Explore strategies to combat food waste and promote sustainability through innovative approaches and practical solutions.

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

Time Series Machine Learning for Deployment in Healthcare

Explore time series machine learning applications in healthcare, focusing on ICU data analysis, explainability tools, and real-time evaluation for improved patient outcomes.

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

Machine Learning-Based Protein Engineering - Some Thoughts

Explore machine learning applications in protein engineering with Jennifer Listgarten. Gain insights into cutting-edge techniques and their impact on biomedical research.

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

MPG Primer: A Statistical Genetics Guide to Identifying HLA Alleles Driving Complex Disease - 2023

Explore statistical genetics techniques for identifying HLA alleles associated with complex diseases. Learn about human genetic variation, genotyping, and data analysis methods in population genetics.

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

Inferring Causal Cell Types Driving Human Disease and Complex Traits - MPG Primer 2023

Explore causal cell types in human diseases through GWAS and functional genomics integration. Learn about colocalization, TWAS, and TCSC for identifying disease-critical genes and tissues.

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

Sex and Gender Minority Inclusion in Research - Equity in Biomedicine Seminar 2023

Explore challenges and solutions for including sexual and gender minorities in precision medicine research, addressing underrepresentation and improving health outcomes for LGBTQ+ communities.

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

MPG Primer: STACI - 2023

Explore STACI, a novel method for analyzing single-cell data to uncover cell type-specific genetic effects on gene expression and disease risk.

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

Multi-omics Variational Autoencoding - Deep Dive and Primer

Explore multi-omics variational autoencoding for integrating complex biological datasets. Learn about MOVE pipeline, data preprocessing, model optimization, and approaches for determining associations between omics variables and categorical labels.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Germline Variation and CRISPR Screens - MPG Primer 2023

Explore germline variation and CRISPR screens in this comprehensive primer. Gain insights into complex trait genetics, human genetic variation, and cutting-edge DNA sequencing methods.

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

Protein Design Using Deep Learning

Dive into protein design using deep learning with David Baker. Explore cutting-edge techniques and insights at the intersection of AI and biomedical research.

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

How Cells Divide Labor Using Communication and Spatial Cues - 2023

Explore how cells divide labor through communication and spatial cues, focusing on intestinal enterocytes and fibroblasts. Gain insights into tissue organization and gene expression patterns.

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

AI in Radiology: Pattern Detection, Fairness, and Clinical Applications - Lecture Series

Explore AI's ability to detect hidden patterns in X-ray images and its implications for radiologists. Delve into fairness considerations in chest X-ray diagnosis models and their potential impacts on clinical practice.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Accelerating Rare Disease Research: Patients as Partners - Rare Disease Day 2023

Explore cutting-edge research and patient partnerships in rare diseases. Gain insights from experts on mitochondrial disorders, gene therapies, and collaborative initiatives to accelerate progress in this critical field.

• YouTube
• 2 hours 46 minutes
• Self-Paced
• Free Video

Stochasticity in Transcription - MPG Primer 2023

Dive into stochasticity in transcription, exploring single-cell data, dynamic regulatory elements, and transcriptional bursting in autoimmune diseases. Gain insights into modeling techniques and gene regulatory programs.

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

Machine Learning about Sudden Cardiac Death from ECG Waveforms

Explore machine learning applications in predicting sudden cardiac death using ECG waveforms. Gain insights into innovative approaches combining AI and biomedical research for critical healthcare advancements.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video