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, Command-Line Interface, Statistical Hypothesis Testing, Linux Commands, 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
Taipei Medical University
Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis
University of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Biostatistics, Unsupervised Learning, Statistical Methods, Data Analysis Software, Molecular, Cellular, and Microbiology, Markov Model, Biotechnology, Life Sciences, Statistical Machine Learning, Machine Learning Algorithms, Infectious Diseases, Microbiology, Epidemiology, Statistical Analysis, Algorithms, Computational Thinking, Python Programming
University of California San Diego
Skills you'll gain: Bioinformatics, Diagnostic Tests, Computational Thinking, Model Evaluation, Epidemiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Informatics, Network Analysis, Molecular Biology, Medical Science and Research, Biotechnology, Biochemistry, Data Mining, Life Sciences, Scientific Visualization, Data Synthesis, Data Literacy, Microbiology, Science and Research
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Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Structures, Code Reusability, Jupyter, Python Programming, Programming Principles, Scripting, File I/O, Computational Logic, Computer Programming, Data Manipulation, Analysis
Johns Hopkins University
Skills you'll gain: Oncology, Medical Imaging, Radiology, Diagnostic Radiology, Patient Education and Support, Mammography, Radiation Therapy, Molecular Biology, Diagnostic Tests, X-Ray Computed Tomography, Clinical Trials, Molecular, Cellular, and Microbiology, Capillary, Pain Management, Preventative Care, Treatment Planning, Hemodynamics, Drug Development, Cell Biology, Biology
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, Laboratory Research, Molecular, Cellular, and Microbiology, General Science and Research, Life Sciences, Network Analysis, Biology
University of Washington
Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Network Analysis, Neurology, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution
University of Pennsylvania
Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Program Development, Pseudocode, Problem Solving, Analytical Skills, Python Programming, Computer Systems, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Computer Architecture, Debugging
University of Colorado Boulder
Skills you'll gain: Biological Engineering, Markov Model, Molecular Biology, Biotechnology, Simulation and Simulation Software, Mathematical Modeling, Engineering Analysis, Mathematical Software, Process Engineering, Engineering Design Process, Systems Design, Simulations, Biochemistry, Molecular, Cellular, and Microbiology, Life Sciences, Failure Analysis, Electrical and Computer Engineering, Process Modeling, Differential Equations, Design Specifications
University of Virginia
Skills you'll gain: Bioinformatics, Data Analysis Software, Scientific Visualization, Taxonomy, Data Import/Export
What brings you to Coursera today?
Best free Computational Biology courses
High-quality free Computational Biology courses you can start today.
- Biology Meets Programming: Bioinformatics for BeginnersUniversity of California San DiegoBeginner1 - 4 WeeksFree
- Computational NeuroscienceUniversity of WashingtonBeginner1 - 3 MonthsFree
- Bacterial BioinformaticsUniversity of VirginiaIntermediate1 - 3 MonthsFree
Best Computational Biology courses from Johns Hopkins University
Top-rated Computational Biology courses offered by Johns Hopkins University on Coursera.
- Genomic Data ScienceJohns Hopkins UniversityIntermediate3 - 6 MonthsJohns Hopkins University
- Python for Genomic Data ScienceJohns Hopkins UniversityMixed1 - 4 WeeksJohns Hopkins University
- Cancer BiologyJohns Hopkins UniversityBeginner3 - 6 MonthsJohns Hopkins University
Best Computational Biology certificate programs
Earn a certificate in Computational Biology from top universities and companies.
- BioinformaticsUniversity of California San DiegoBeginner3 - 6 MonthsSpecialization
- Applied BioinformaticsUniversity of California San DiegoBeginner1 - 3 MonthsSpecialization
- Systems Biology and BiotechnologyIcahn School of Medicine at Mount SinaiIntermediate3 - 6 MonthsSpecialization
Best Computational Biology courses for beginners
Top-rated beginner-friendly Computational Biology courses with no prerequisites.
- Artificial Intelligence in BioinformaticsTaipei Medical UniversityBeginner1 - 3 MonthsNo prerequisites
- Computational Thinking for Problem SolvingUniversity of PennsylvaniaBeginner1 - 4 WeeksNo prerequisites
