RNA Sequencing Courses and Certifications

Labroots

A Systems Medicine Platform Based on RNA Sequencing and Artificial Intelligence

Explore Viome Operating System (ViOS), an open-access platform integrating lab, computational, and logistics components for efficient clinical research and health improvement using big data and AI.

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

Labroots

Illuminating Biology with Spatially Resolved, Single-cell Transcriptomics

Explore spatially resolved, single-cell transcriptomics to understand tissue organization and cellular heterogeneity in biological systems, presented by Vizgen co-founder Jiang He.

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

Animated biology With arpan

Single Cell RNA Sequencing Overview: ScRNA-seq vs Bulk Seq and Chemistry - Bio Techniques

Explore single-cell RNA sequencing: overview, comparison with bulk sequencing, chemistry, and techniques. Gain insights into this advanced genomic analysis method.

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

Bioinformatics Methods for Transcriptomics

Learn bioinformatics methods for analyzing RNA sequencing data, including gene expression, alternative splicing, and transcriptome reconstruction using popular tools like STAR, DESeq2, and Minimap2.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Experimental Methods in Systems Biology

310 ratings at Coursera

Explore cutting-edge experimental techniques in systems biology, including RNA sequencing, proteomics, cytometry, and live-cell imaging, to build quantitative models of cellular function.

• Coursera
• 18 hours
• On-Demand
• Free Online Course (Audit)

Fred Hutchinson Cancer Center

Researcher's guide to RNA sequencing data

Comprehensive guide to RNA sequencing data analysis, covering bulk RNA-seq, single-cell RNA-seq, and spatial transcriptomics for researchers seeking to process and interpret RNA data effectively.

• Coursera
• 4 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

Fred Hutchinson Cancer Center Microcredential

Researcher's Guide to Omic Data

Comprehensive guide for researchers to understand and analyze omic data, covering fundamentals, DNA sequencing, and RNA sequencing, with a focus on practical applications in biomedical sciences.

• Coursera
• On-Demand
• Paid Course
• 3 courses

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

American Society for Microbiology

Sequencing Influenza, CRISPR Diagnostics, and an Increase in Tick and Mosquito-Born Disease

Explore recent microbiology research on vector-borne diseases, CRISPR diagnostics, influenza sequencing, and gut microbiome. Learn about cutting-edge developments and their potential impact on public health and disease detection.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

Ambry Genetics

RNA Sequencing as a Complement to DNA Genetic Testing - Ambry Genetics

Explore RNA sequencing technologies and their applications in understanding and diagnosing genetic diseases, with a focus on clinical utility and advanced analysis techniques.

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

Bioinformagician

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

Comprehensive tutorial on analyzing single-cell RNA-Seq data using Seurat in R, covering data processing, quality control, normalization, dimensionality reduction, and clustering for genomics research.

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

Data Science - Cancer Genomics

Explore cancer genomics through data analysis, accessing public databases, and understanding NGS techniques. Learn about lung adenocarcinoma and copy number variation analysis.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Bioinformatics With BB

Introduction to Next-Generation Sequencing - Galaxy Web

Learn the theory behind Next Generation Sequencing analysis pipeline and its revolutionary impact on genomics and molecular biology studies using Galaxy Web platform.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Cohomology Classes in the RNA Transcriptome

Explore how cohomology classes in single-cell sequencing data can model transient biological processes, using persistent cohomology and differential forms to infer gene expression dynamics.

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

Valence Labs

Derivative-Free Guidance in Continuous and Discrete Diffusion Models

Explore derivative-free guidance in diffusion models for optimizing AI-generated designs while preserving naturalness. Learn about a new iterative sampling method integrating soft value functions into pre-trained models.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video