Epigenomics Courses and Certifications

Manolis Kellis

Epigenomics and Hidden Markov Models in Computational Biology - Lecture 5

Explore epigenomics, histone modifications, and DNA profiling techniques. Learn about read mapping, quality control, and Hidden Markov Models for analyzing chromatin states in computational biology.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Center for Physical Genomics and Engineering

Epigenomic Landscape of Retrotransposon Expression in Senescence and Neurodegeneration

Explore the activation of retrotransposons in aging and neurodegeneration, focusing on LINE-1 elements' role in cellular senescence and potential implications for neurodegenerative diseases.

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

Computational Genomics Summer Institute CGSI

Epigenomics Data Analysis - A Tutorial

Master essential techniques for analyzing epigenomics data, including ChIP-Seq analysis, histone modification clustering, and transcriptome integration methods for genomic research.

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

Computational Genomics Summer Institute CGSI

Computational Methods for Cross-Species Epigenomic Analyses - CGSI 2024

Explore computational methods for cross-species epigenomic analyses, focusing on DNA methylation imputation and conservation scoring across mammalian species.

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

Computational Genomics Summer Institute CGSI

Computational Methods for Modeling and Analyzing Epigenomic Data

Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state annotation, gene-based modeling, and cross-species conservation in functional genomics.

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

Broad Institute

MPG Primer: Understanding Single Cell ATAC-Seq Data Analysis (2024)

Explore single-cell ATAC-seq data analysis, covering key concepts, workflow, quality control, and downstream analysis techniques for epigenomic profiling at cellular resolution.

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

Broad Institute

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
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Computational Methods for Modeling and Analyzing Epigenomic Data - CGSI 2023

Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state discovery, genome annotation, and cross-species conservation in functional genomics.

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

Computational Genomics Summer Institute CGSI

Predicting the Epigenome from DNA Sequence - Are We There Yet?

Explore predicting epigenomes from DNA sequences using deep learning methods. Discover limitations, data analysis techniques, and latest research in computational genomics.

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

Computational Genomics Summer Institute CGSI

A Tutorial on Computational Methods for Modeling and Analyzing Epigenomic Data

Explore computational methods for modeling and analyzing epigenomic data, covering ChromHMM, multivariate Hidden Markov Models, and integrating multiple chromatin markers across cell types.

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

MIT Deep Learning in Life Sciences Spring 2020

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Explore deep learning applications in genomics, from neural networks to single-cell analysis. Gain insights into regulatory genomics, epigenomics, and genetics through advanced computational techniques.

• YouTube
• 19 hours
• On-Demand
• Free Video

Machine Learning for Genomics Fall 2020

Fall 2020 Prof. Manolis Kellis Computational Biology: Genomes, Networks, Evolution, Health Machine Learning in Genomics: Dissecting the circuitry of Human Disease

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

MIT Computational Biology - Genomes, Networks, Evolution, Health - Fall 2018

Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Machine Learning in Genomics - Fall 2019

Comprehensive exploration of computational biology techniques, from dynamic programming to deep learning, applied to genomics, epigenomics, and systems biology. Covers cutting-edge topics like single-cell genomics and genome engineering.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

Introduction to Genomics

Comprehensive exploration of genomics, covering DNA sequencing, genome assembly, gene editing, epigenomics, RNA-seq, chromatin organization, interaction networks, and genetic variation analysis.

• YouTube
• 18 hours
• On-Demand
• Free Video