Computational Biology Courses and Certifications

Labroots

Why Networks Matter: Embracing Biological Complexity

Explore how genetic regulatory networks provide insights into health, disease, and potential therapies through examples from large-scale genomic datasets.

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

Fields Institute

Agent-Based Modeling of Cancer Cell Migration in Response to Tumor Microenvironmental Signals

Explore computational modeling techniques for simulating cancer cell migration and interactions within tumor microenvironments, enhancing understanding of disease progression.

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

Fields Institute

Computational Modeling of Tumor Microenvironment: A Cancer Hallmarks Perspective

Explore computational modeling of tumor microenvironments through cancer hallmarks, gaining insights into advanced oncology research techniques and their applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Manolis Kellis

Evolution in Machine Learning and Computational Biology - Lecture 21

Dive into computational approaches for studying evolutionary biology, exploring genomic patterns, molecular evolution, and machine learning applications in evolutionary analysis.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Single-Cell Trajectory Inference Framework Using Gaussian Mixture OT

Explore advanced geometric data analysis in human biology through scEGOT framework, focusing on single-cell trajectory inference methods and their applications in PGCLC systems.

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

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 17

Explore computational methods for simulating and analyzing ecological systems, focusing on practical applications in quantitative ecology.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 16

Explore computational methods for simulating and analyzing ecological systems, focusing on practical applications in quantitative ecology.

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

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 15

Explore computational methods for simulating and analyzing ecological systems, focusing on practical applications in quantitative ecology.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 12

Explore computational methods for simulating and analyzing ecological systems, focusing on practical applications in quantitative ecology research.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 1

Explore computational methods for simulating and analyzing ecological systems, focusing on practical applications in quantitative ecology.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Algorithms for DNA Sequencing

17 reviews

Explore DNA sequencing algorithms and data structures using Python. Analyze real genomes, implement key methods, and gain insights into genomics and sequencing technology.

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

Finding Hidden Messages in DNA (Bioinformatics I)

18 reviews

Explore DNA's hidden messages using computational biology. Learn algorithms to identify replication origins and molecular clocks in bacterial genomes. Apply motif-finding software to real biological data.

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

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
• Free Online Course (Audit)

STAT115 2020

4 reviews

Comprehensive bioinformatics course covering sequencing technologies, RNA-seq analysis, clustering methods, single-cell genomics, epigenetics, GWAS, and cancer genomics. Emphasizes computational techniques and data analysis in modern biology.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

Introduction to Genomic Technologies

12 reviews

Explore genomics fundamentals, sequencing technologies, and data analysis techniques. Gain essential knowledge in molecular biology, computing, and data science for genomic research.

• Coursera
• 6-7 hours
• On-Demand
• Free Online Course (Audit)