Broad Institute Courses

Deep Learning on Electronic Health Records: Unlocking the Power of Clinical Data - Lecture 1

Unlock the power of EHR data using deep learning NLP. Explore frameworks for extracting clinical information, leveraging pretrained transformer models, and addressing challenges in applying language models to healthcare data.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

Neural Optimal Transport for Inferring Single-Cell Responses to Perturbations

Explore neural optimal transport methods for predicting single-cell responses to perturbations, uncovering insights into molecular processes and treatment outcomes at unprecedented resolution.

• YouTube
• 1 hour 51 minutes
• Self-Paced
• Free Video

Decoding the Epigenomic Landscape of Trauma across the Lifespan

Explore the epigenomic landscape of trauma across the lifespan with Dr. Janitza Montalvo-Ortiz. Gain insights into computational approaches for studying genomics and epigenomics of neuropsychiatric disorders, focusing on trauma and substance use.

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

Harnessing Thermogenic Fat to Uncouple Obesity from Comorbid Diseases

Explore groundbreaking research on thermogenic fat's potential to mitigate obesity-related diseases, presented by Paul Cohen from The Rockefeller University.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Introduction to Terra Workshop - October 2022

Dive into Terra, a scalable platform for biomedical research. Access data, run analysis tools, and collaborate in one place. Developed by Broad Institute, Microsoft, and Verily Life Sciences.

• YouTube
• 2 hours 9 minutes
• Self-Paced
• Free Video

Mechanisms of Ribosome-Associated Quality Control - Units of Life 2022

Dive into ribosome-associated quality control mechanisms with Harvard Medical School's Sichen Shao, exploring cutting-edge research in cell biology and protein synthesis regulation.

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

The Limits of Virus Discovery and How to Overcome Them - Primer on Sequence Bioinformatics

Explore cutting-edge methods for RNA virus discovery, including ultra-high throughput cloud computing and advanced sequence homology algorithms, to uncover millions of novel viruses by 2030.

• YouTube
• 1 hour 55 minutes
• Self-Paced
• Free Video

Redefining Medicine Through Patient-first AI

Explore how AI is revolutionizing medicine with a patient-centric approach, led by Exscientia PLC's CEO Andrew Hopkins at the Broad Institute.

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

Active Learning for Absolute Binding Free Energy Calculations in Drug Discovery

Explore innovative active learning techniques for absolute binding free energy calculations, enhancing drug discovery processes and efficiency.

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

Physics Informed Representation Learning for Therapeutics

Dive into physics-informed representation learning for therapeutics with MIT Assistant Professor Rafael Gomez-Bombarelli, exploring innovative approaches in drug discovery and development.

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

Applying Machine Learning on Drug Discovery Projects

Dive into practical applications of machine learning in drug discovery projects with insights from Relay Therapeutics' Chief Data Officer, Pat Walters.

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

Machine Learning in Drug Discovery - Lightning Talks

Explore cutting-edge ML applications in drug discovery through lightning talks on antibody optimization, PROTAC design, small molecule binders, and protein-fragment interactions.

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

Finding Disease Phenotypes and Candidate Therapeutics Using Images: Cell Painting

Explore image-based profiling via Cell Painting to identify disease phenotypes, predict compound mechanisms, and discover potential therapeutics using large-scale imaging experiments.

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

Haplotype Assembly Using Short and Long Reads - 2022

Dive into haplotype assembly techniques using short and long reads. Explore advanced bioinformatics methods for genetic analysis with insights from Ramin Shirali's research at TU Delft.

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

COVID-19 Community Update: Latest Science and Public Health Implications - 12/2/2022

Gain insights into the latest COVID-19 surge, its implications for public health, and current scientific understanding from infectious disease expert Roby Bhattacharyya.

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