Computational Biology Courses
Computational biology courses can help you learn genetic sequencing, protein structure prediction, and biological data analysis. You can build skills in algorithm development, statistical modeling, and data visualization techniques. Many courses introduce tools like Python, R, and bioinformatics software, that support analyzing complex biological datasets and simulating biological processes.
Popular Computational Biology Courses and Certifications
Johns Hopkins University
Skills you'll gain: Bioinformatics, Unix Commands, grep, Biostatistics, R (Software), Exploratory Data Analysis, Statistical Analysis, Unix Shell, Unix, Data Science, Data Management, Statistical Methods, Information Management, Command-Line Interface, Statistical Hypothesis Testing, Data Structures, Big Data, Molecular Biology, R Programming, Python Programming
University of California San Diego
Skills you'll gain: Bioinformatics, Programming Principles, Molecular, Cellular, and Microbiology, Python Programming, Computational Thinking, Biology, Program Development
University of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Statistical Methods, Applied Machine Learning, Data Analysis Software, Machine Learning Algorithms, Molecular, Cellular, and Microbiology, Markov Model, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Epidemiology, Statistical Analysis, Precision Medicine, Algorithms, Computational Thinking, Python Programming
Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Structures, Code Reusability, Jupyter, Python Programming, Programming Principles, Scripting, File I/O, Computational Logic, Package and Software Management, Computer Programming, Data Manipulation
Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Science, Molecular Biology, Science and Research, Data Processing, Data Analysis, Computer Science, Correlation Analysis, Biotechnology, Statistical Analysis, Computational Thinking, Life Sciences, Probability & Statistics, Statistics, Software Engineering, Algorithms, Biology
University of Washington
Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Computer Vision, Neurology, Mathematical Software, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution
What brings you to Coursera today?
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Bioinformatics, Data Management, Clinical Data Management, Data Mining, Applied Machine Learning, Unsupervised Learning, Scientific Visualization, LLM Application, Feature Engineering, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
University of California San Diego
Skills you'll gain: Bioinformatics, Diagnostic Tests, Computational Thinking, Model Evaluation, Epidemiology, Infectious Diseases, Informatics, Network Analysis, Molecular Biology, Medical Science and Research, Molecular, Cellular, and Microbiology, Biotechnology, Biochemistry, Data Mining, Life Sciences, Scientific Visualization, Data Synthesis, Data Literacy, Microbiology, Science and Research
Icahn School of Medicine at Mount Sinai
Skills you'll gain: Matlab, Bioinformatics, Mathematical Software, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Simulation and Simulation Software, Pharmacology, Science and Research, Cell Biology, Biotechnology, Machine Learning Methods, Laboratory Research, Molecular, Cellular, and Microbiology, R (Software), Network Analysis, Biology
Google
Skills you'll gain: Program Development, Programming Principles, Scripting Languages, Scripting, Python Programming, Computer Programming, Computational Thinking, Data Structures, Data Store, Integrated Development Environments, Debugging, Computer Programming Tools, Development Environment
University of Toronto
Skills you'll gain: Bioinformatics, Network Analysis, Laboratory Reports, Molecular Biology, Research Reports, Molecular, Cellular, and Microbiology, Biology, R (Software), Correlation Analysis, Informatics, Data Visualization Software, Biotechnology, Scientific Visualization, Network Model, Data Analysis Software, Data Synthesis, Life Sciences, Data Analysis, Microbiology, Analysis
University of Toronto
Skills you'll gain: Life Sciences, Data Analysis, Microbiology, Analysis
In summary, here are 10 of our most popular computational biology courses
- Genomic Data Science:Â Johns Hopkins University
- Biology Meets Programming: Bioinformatics for Beginners:Â University of California San Diego
- Bioinformatics:Â University of California San Diego
- Python for Genomic Data Science:Â Johns Hopkins University
- Introduction to Genomic Technologies:Â Johns Hopkins University
- Computational Neuroscience:Â University of Washington
- Introduction to Bioinformatics:Â Birla Institute of Technology & Science, Pilani
- Applied Bioinformatics:Â University of California San Diego
- Systems Biology and Biotechnology:Â Icahn School of Medicine at Mount Sinai
- Crash Course on Python:Â Google
