Computational Biology Courses and Certifications

Synapses, Neurons and Brains

10 reviews

Explore the fascinating world of neuroscience, from synapses and neurons to perception and consciousness. Gain insights into brain function, computational neuroscience, and cutting-edge research in this field.

• Coursera
• 20 hours
• On-Demand
• Paid Course

Y Combinator

AI is Revolutionizing Scientific Discovery - AlphaFold and the Future of Structural Biology

Discover how Nobel laureate John Jumper revolutionized biology with AlphaFold, solving protein folding through deep learning and making millions of protein structures accessible worldwide.

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

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Fundamentals of Computational Biology

Explore computational biology fundamentals, including biotechnology, mathematics, and modeling. Learn to apply computational techniques to biological data analysis through lectures and hands-on training.

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

Fundaments of Computational Biology

Explore computational biology fundamentals, from biotechnology basics to advanced modeling techniques. Gain hands-on experience in applying mathematical and computational approaches to analyze biological data.

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

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

Valence Labs

Diffusion Probabilistic Modeling of Protein Backbones in 3D for Motif-Scaffolding

Explore diffusion probabilistic modeling for protein backbone design, focusing on motif-scaffolding applications. Learn about SMCDiff algorithm, E(3)-equivariant graph neural networks, and diverse scaffold generation.

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

Broad Institute

Beyond Cells: The Importance of Gene Programs and Tissue Context

Explore gene programs and tissue context beyond individual cells, uncovering novel insights into pressing biomedical questions through advanced machine learning techniques.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Broad Institute

High-Throughput In Silico Genetic Screen for 3D Genome Organization - Models, Inference and Algorithms

Explore cutting-edge approaches in 3D genome organization research, including in silico genetic screening and graph representation learning for analyzing multiscale chromatin structure.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

Broad Institute

Neural Optimal Transport for Inferring Single-Cell Responses to Perturbations

Explore neural optimal transport methods for predicting single-cell responses to perturbations, uncovering insights into molecular processes and treatment outcomes at unprecedented resolution.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Models and Methods for Spatial Transcriptomics - CGSI 2023

1 review

Explore models and methods for spatial transcriptomics, focusing on alignment, integration, and modeling of gene expression variation in spatially resolved data.

• YouTube
• 41 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

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

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

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

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