Multi-omics Integration Courses and Certifications

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

Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

27 ratings at Coursera

Analyze LINCS perturbation data: use metadata and ontologies, RESTful APIs, data normalization, clustering, gene-set enrichment analysis, supervised learning, and interactive web visualization.

• Coursera
• 14 weeks, 1 hour a week
• Self-Paced
• Paid Course

The Royal College of Pathologists

Concept and Applications of 'Omics' Advances in Inborn Errors of Metabolism

1 rating

Explore cutting-edge omics technologies and machine learning applications for diagnosing inborn errors of metabolism through advanced biostatistics and multi-omics approaches.

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

Stanford Otolaryngology — Head & Neck Surgery

New Approaches and Opportunities in Auditory Research

Explore innovative auditory research methods, focusing on hearing conservation, lifestyle factors, and multiomic approaches to advance understanding of hearing health.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Wolfram

Biological Data Insight and Modeling with ParetoGP for Multiomics Analysis

Gain insights from multiomics data using ParetoGP, exploring key variables and generating interpretable models for cancer therapeutics and bone regeneration.

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

Anyscale

A Ray-based ML Platform for Early Cancer Detection

Explore how Ray enhances scalability and efficiency in machine learning for early cancer detection, focusing on improved model development and evaluation for potential diagnostic applications.

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

NPTEL-NOC IITM

Making Sense of Genomic Sequences

Explore conservation and function in genomics through transcriptomics, proteomics, and integrative multi-omics approaches.

• YouTube
• 38 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

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

BioinformaticsDotCA

CBW's Cancer Analysis Workshop June 7-11, 2021

A cancer bioinformatics workshop spanning genome alignment, somatic alterations, single-cell genomics, gene expression, clinical data, and multi-omic integration.

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