Omics Courses and Certifications

Machine Learning for Genomics Fall 2020

1 rating

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
• Self-Paced
• Free Video

Johns Hopkins Medicine

Harnessing Public Multi-omics Data to Discover Shared Mechanisms in Neuroinflammation

Explore cutting-edge research on neuroinflammation mechanisms through multi-omics data analysis, focusing on connections between neurodegeneration and HIV-related neurological conditions.

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

University of Ottawa Heart Institute

Multi-Omics View on Human Atherosclerosis

Discover how multi-omics approaches revolutionize understanding of human atherosclerosis through cutting-edge molecular vascular medicine insights from leading European research.

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

Metabolomics in Life Sciences

1 rating

Learn about metabolomics principles and their applications in life sciences.

• edX
• 4 weeks, 2-3 hours a week
• Self-Paced
• Free Certificate

Introduction to Proteogenomics

Combine mass-spectrometry proteomics and genomic data to analyze cancer samples, identify molecular targets, and apply computational proteogenomics workflows.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Hamad Bin Khalifa University

Precision Medicine: From Genomics to Clinical Decisions

Interpret genomic and multi-omic evidence in clinical decisions. This course takes you from molecular genetics and omics technologies through bioinformatics and machine learning to real clinical appli

• edX
• 6 weeks, 1-3 hours a week
• Self-Paced
• Free Online Course (Audit)

San Diego State University

Computational Genomics

Explore genome sequencing technologies, DNA assembly, BLAST alignment, k-mer algorithms, and metagenomic analysis through computational genomics exercises.

• YouTube
• 6 hours
• Self-Paced
• Free Video

Spatial SILAC - Developing Isotopic Zip Codes for Drug Development in 3D Cell Cultures

Spatial SILAC develops isotopic “zip codes” for drug development in 3D cell cultures.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Machine Learning in Genomics - Fall 2019

A broad computational genomics survey applying dynamic programming, hidden Markov models, clustering, and deep learning to genomic data.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

LiquidBrain Bioinformatics

Clustering and Markers Identification for ScRNA-Seq - Seurat Package Tutorial

Analyze single-cell RNA-seq data in Seurat: perform QC, normalization, PCA/UMAP clustering, and identify marker genes for cell types.

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

Bioinformagician

Find Markers and Cluster Identification in Single-Cell RNA-Seq Using Seurat - Workflow Tutorial

Use Seurat in R to identify cluster markers conserved across conditions and detect treatment-related differential expression in single-cell RNA-seq data.

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

Bioinformagician

Integrate Single-Cell RNA-Seq Datasets in R Using Seurat - Detailed Seurat Workflow Tutorial

Use Seurat in R to merge single-cell RNA-seq datasets, correct batch effects, and compare UMAP visualizations before and after integration.

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

Bioinformagician

How to Analyze Single-Cell RNA-Seq Data in R - Detailed Seurat Workflow Tutorial

A hands-on Seurat workflow in R for quality control, normalization, clustering, PCA, and UMAP analysis of a 10X Genomics single-cell RNA-seq dataset.

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

IISER - Bhopal;  NPTEL

Advances in Omics

Explores recent omics advances through an evolutionary lens, combining next-generation sequencing analysis with comparative and population genomics.

• Swayam
• 8 weeks
• Not Currently Offered
• Free Online Course

Bioinformagician

WGS Variant Calling - Variant Calling with GATK - Part 1 - Detailed NGS Analysis Workflow

1 rating

Follow a GATK best-practice workflow to process whole-genome sequencing reads and call SNPs and indels into a VCF file.

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