Computational Biology Courses and Certifications

Algorithms in Computational Biology and Sequence Analysis

Master computational biology algorithms and data structures for analyzing genomic datasets, from sequence alignment to evolutionary tree construction, with hands-on programming using real biological data like SARS-CoV2.

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

Fields Institute

A Peaceman-Rachford Splitting Method for the Protein Side-Chain Positioning Problem

Explore protein side-chain positioning through doubly nonnegative relaxation and Peaceman-Rachford splitting method, with insights on facial reduction and numerical experiments for optimal solutions.

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

Institute for Pure & Applied Mathematics (IPAM)

Lab-in-the-Loop De Novo Antibody Design - What Are We Missing From Machine Learning?

Explore lab-in-the-loop de novo antibody design, focusing on computational aspects. Discover generative modeling, computational oracles, and active learning in molecular systems research.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Joint Mathematics Meetings

Biomedical Data Sharing and Analysis at Scale

Explore cutting-edge techniques for large-scale biomedical data sharing and analysis, addressing challenges and opportunities in this rapidly evolving field of computational biology and mathematics.

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

Paul G. Allen School

Kaemika App - Simulating Reaction Networks and Digital Protocols

Explore integrated descriptions for automated scientific processes, extracting models and protocols for analysis and execution using the Kaemika app across multiple platforms.

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

Paul G. Allen School

Data-Driven Understanding of Human Disease: From Machine Learning Methods to Biological Discoveries

Data-driven disease understanding: machine learning methods for genomic analysis, integrating model organism data with human studies to uncover disease mechanisms and genetic architecture.

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

Kubernetes and AI in Cancer Diagnosis and Treatment

Explore how distributed Kubernetes clusters and AI revolutionize cancer diagnosis, combining computational biology with cloud computing for faster, more precise treatments.

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

Materials Research Society

De Novo Protein Design Using Deep Learning and Musical Representations

Explore innovative protein design using deep learning and musical representations, bridging materials science and artificial intelligence for groundbreaking bioengineering applications.

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

Broad Institute

Connecting the Dots: Biology at Scale in the Age of AI - Session 1

Explore cutting-edge AI applications in biological prediction models, featuring expert discussions on bridging computational and biological approaches to advance scientific discovery.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Free Video

Labroots

Developing Disease Insights with Genotype-Specific Regulatory Networks

Explore a new method for estimating genetic variant effects on transcription factor regulatory events, integrating diverse omics data to build interpretable regulatory networks for disease insights.

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

Center for Physical Genomics and Engineering

Modeling of Nucleosome Clustering in Euchromatin Resulting from Reader Protein Interactions

Explore nucleosome clustering in euchromatin through modeling interactions between reader proteins. Gain insights into chromosomal organization and dynamics from the Spakowitz lab's research.

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

International Centre for Theoretical Sciences

Coarse-grained Simulations of Nucleosomes

Explore coarse-grained simulations of nucleosomes to understand chromatin organization and gene regulation through interdisciplinary computational modeling techniques.

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

Computational Genomics Summer Institute CGSI

Issues with Deconvolution Using Single-Cell Profiles - CGSI 2024

Explore challenges in deconvolution using single-cell profiles, examining key issues and potential solutions in computational genomics.

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

Computational Genomics Summer Institute CGSI

StocSum: A Reference Panel Free Summary Statistics Framework for Diverse Populations

Explore StocSum, a novel framework for analyzing summary statistics in diverse populations without reference panels. Learn its applications in genomics research and meta-analysis.

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