Gene Regulatory Networks Courses and Certifications

Computational Genomics Summer Institute CGSI

Inference of Gene Regulatory Networks from Bulk and Single Cell Omic Datasets

Explore gene regulatory network inference techniques using bulk and single-cell omic datasets. Learn about integrative approaches, predictive models, and applications in cellular reprogramming and single-cell genomics.

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

Labroots

Gene Regulatory Networks and Individual-Specific Regulatory Disruptions

Explore gene regulatory networks and individual-specific disruptions, focusing on disease-associated genetic variants and their impact on transcription factor binding and gene expression.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Gene-Regulatory Networks Viewed Through Statistical Mechanical Glasses

Explore statistical mechanics principles applied to gene-regulatory networks, examining their complex interactions and regulatory mechanisms through a physics-based analytical framework.

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

Labroots

Using Gene Regulatory Networks to Understand Sex Differences

Explore gene regulatory networks and their role in understanding sex differences in health and disease through genomics and systems biology approaches.

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

Mathematical Oncology

Design Principles of Gene Regulatory Networks Underlying Cancer Phenotypic Plasticity

Uncover design principles of gene regulatory networks that drive phenotypic plasticity in cancer cells through mathematical oncology approaches.

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

Valence Labs

Decoding Cellular Plasticity through Deep Learning of Multi-Omic Gene Regulatory Networks

Explore deep learning methods for analyzing cellular plasticity in glioblastoma using multi-omic data to understand gene regulatory networks and cancer progression mechanisms.

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

Labroots

Systematic Characterization of Gene Regulatory Networks Rewiring Patterns Mediated by Non-Coding Regions

Explore gene regulatory network rewiring patterns through innovative experimental methods and computational approaches for characterizing effects of perturbations at single-cell level.

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

Plant Bioinformatics Capstone

32 ratings at Coursera

Explore plant gene function through bioinformatics tools, analyzing expression, coexpression, regulatory motifs, and networks to hypothesize biological roles and design experiments.

• Coursera
• 9 hours 20 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Madras

Computational Systems Biology

3 ratings

Explore computational approaches to model and analyze biological systems, from network biology to dynamic modeling, with hands-on labs using MATLAB and other tools.

• YouTube
• 1 day 7 hours
• Self-Paced
• Free Video

The Royal Institution

The Cell Programming Revolution – With Mark Kotter

Neurosurgeon Mark Kotter explores breakthroughs in cell therapy, discussing genetic reprogramming, its potential to revolutionize medicine, and the collaborative effort needed across scientific disciplines to unlock cellular "operating systems."

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

APS Physics

Illuminating Biology at the Nanoscale with Single-Molecule and Super-Resolution Fluorescence Microscopy

Explore super-resolution fluorescence microscopy techniques like STORM and MERFISH, enabling nanoscale imaging of cellular structures and RNA quantification for groundbreaking biological discoveries.

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

International Centre for Theoretical Sciences

Boolean Modeling of Biological Networks - Lecture 1

Explore Boolean modeling for biological networks, focusing on cancer progression. Learn theoretical approaches to understand complex biological systems and their applications in cancer research.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

Banach Center

Mathematics of Stem Cells: Mechanistic Mathematical Modelling vs Single Cell Data Analysis

Explore mathematical approaches to stem cell research, comparing mechanistic modeling with single cell data analysis techniques.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Valence Labs

Gene Regulatory Network Structure and Perturbation Effects Distribution - Simulation and Analysis

Explore gene regulatory network structure and its impact on perturbation effects. Gain insights into simulating and modeling GRNs for improved understanding of gene expression regulation.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

Valence Labs

Identifiability of Causal Models and Applications to Perturb-Seq Data

Explore causal model identifiability, structure learning, and applications to Perturb-seq data. Delve into interventions, latent variables, and causal disentanglement for advancing AI in drug discovery.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video