Epigenomics Courses and Certifications

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 Online Course

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 Online Course

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 Online Course

MIT Deep Learning in Life Sciences Spring 2020

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 Online Course

Neuroscience Reconstructed: Genetics and Development

Explore neurogenetics, brain development, and genomics. Learn about gene expression, embryonic development, and applications in neuroscience, including gene therapy and big data analysis.

• edX
• 9 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

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 Online Course

IIT Kharagpur;  NPTEL

Next Generation Sequencing Technologies : Data Analysis and Applications

Comprehensive exploration of Next Generation Sequencing data analysis, covering genomics, transcriptomics, and epigenomics. Hands-on tutorials provide practical skills in mapping, SNP identification, and differential expression analysis.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Open Data Science

Interpretable Machine Learning to Model Drug Perturbations in Single Cell Genomics

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.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Introdução à Epigenética

O curso “Introdução à Epigenética” tem como principal finalidade conhecer as principais marcas epigenéticas e sua associação à remodelação da cromatina e controlo da expressão génica.

• edX
• 2 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Experimental Genome Science

3 reviews

Explore genomics fundamentals, from DNA sequencing to proteomics, covering genetics, functional genomics, systems biology, and single-cell approaches in medicine and research.

• Coursera
• Finished
• Free Online Course (Audit)