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#Epigenomics

Showing: 22 courses
Massachusetts Institute of Technology

Machine Learning for Genomics Fall 2020

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Fall 2020 Prof. Manolis KellisComputational Biology: Genomes, Networks, Evolution, HealthMachine Learning in Genomics: Dissecting the circuitry of Human Disease
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22 Lesons
1 day 8 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

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

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Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.
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26 Lesons
1 day 7 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

Machine Learning in Genomics - Fall 2019

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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.
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26 Lesons
1 day 10 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

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.
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15 Lesons
19 hours
On-Demand
Free-Video
University of California, Davis

Introduction to Genomics

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Comprehensive exploration of genomics, covering DNA sequencing, genome assembly, gene editing, epigenomics, RNA-seq, chromatin organization, interaction networks, and genetic variation analysis.
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80 Lesons
18 hours
On-Demand
Free-Video
Broad Institute

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

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Explore single-cell ATAC-seq data analysis, covering key concepts, workflow, quality control, and downstream analysis techniques for epigenomic profiling at cellular resolution.
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23 Lesons
45 minutes
On-Demand
Free-Video
Broad Institute

High-Throughput In Silico Genetic Screen for 3D Genome Organization - Models, Inference and Algorithms

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Explore cutting-edge approaches in 3D genome organization research, including in silico genetic screening and graph representation learning for analyzing multiscale chromatin structure.
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2 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Broad Institute

Decoding the Epigenomic Landscape of Trauma across the Lifespan

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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.
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1 Lesons
59 minutes
On-Demand
Free-Video
Georgia Tech Research

AWSOM24 Conference - AI and Machine Learning in Single Cell Genomics

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Explore cutting-edge single-cell genomics research with expert talks on bioinformatics, experimental applications, and translational studies in this comprehensive workshop from leading institutions.
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17 Lesons
7 hours 20 minutes
On-Demand
Free-Video
Labroots

Unveiling Insights: Leveraging Single-Cell Transcriptomics and Epigenomics for Biomarker Discovery

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Explore single-cell genomics techniques for identifying biomarkers in cancer research. Learn about transcriptomics, epigenomics, and their applications in understanding biological processes and tumor development.
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1 Lesons
57 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

BART: A Transcriptional Regulator Prediction Method for Functional Genomics

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Explore BART, a powerful method for predicting transcriptional regulators in functional genomics. Learn its applications, underlying algorithms, and impact on gene regulation research.
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1 Lesons
32 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Computational Methods for Modeling and Analyzing Epigenomic Data - CGSI 2023

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Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state discovery, genome annotation, and cross-species conservation in functional genomics.
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1 Lesons
43 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Leveraging High-throughput Functional Characterization Data to Dissect and Annotate Human Regulatory Regions

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Explore high-throughput functional characterization techniques for dissecting and annotating human regulatory regions, leveraging advanced genomic mapping and integrative epigenomic approaches.
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1 Lesons
33 minutes
On-Demand
Free-Video
Center for Physical Genomics and Engineering

Epigenomic Landscape of Retrotransposon Expression in Senescence and Neurodegeneration

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Explore the activation of retrotransposons in aging and neurodegeneration, focusing on LINE-1 elements' role in cellular senescence and potential implications for neurodegenerative diseases.
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1 Lesons
58 minutes
On-Demand
Free-Video
Cancer Genomics Consortium

Cell-free DNA Genomic and Epigenomic Analysis to Predict Survival in mCRPC Patients

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Explore genomic and epigenomic analysis of cell-free DNA to predict survival in metastatic castration-resistant prostate cancer patients undergoing AR-directed therapy.
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1 Lesons
11 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

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

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Explore predicting epigenomes from DNA sequences using deep learning methods. Discover limitations, data analysis techniques, and latest research in computational genomics.
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22 Lesons
33 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

A Tutorial on Computational Methods for Modeling and Analyzing Epigenomic Data

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Explore computational methods for modeling and analyzing epigenomic data, covering ChromHMM, multivariate Hidden Markov Models, and integrating multiple chromatin markers across cell types.
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11 Lesons
45 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Computational Methods for Modeling and Analyzing Epigenomic Data

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Explore computational methods for modeling and analyzing epigenomic data, focusing on chromatin state annotation, gene-based modeling, and cross-species conservation in functional genomics.
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1 Lesons
23 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Computational Methods for Cross-Species Epigenomic Analyses - CGSI 2024

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Explore computational methods for cross-species epigenomic analyses, focusing on DNA methylation imputation and conservation scoring across mammalian species.
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1 Lesons
25 minutes
On-Demand
Free-Video
Open Data Science

Interpretable Machine Learning to Model Drug Perturbations in Single Cell Genomics

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Explore interpretable machine learning for modeling drug effects on single-cell genomics. Learn about deep autoencoders, manifold identification, and predicting novel perturbations in cellular states.
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12 Lesons
36 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Epigenomics Data Analysis - A Tutorial

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Master essential techniques for analyzing epigenomics data, including ChIP-Seq analysis, histone modification clustering, and transcriptome integration methods for genomic research.
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1 Lesons
35 minutes
On-Demand
Free-Video
Manolis Kellis

Epigenomics and Hidden Markov Models in Computational Biology - Lecture 5

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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.
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19 Lesons
1 hour 24 minutes
On-Demand
Free-Video