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    • Computational Biology

    Computational Biology Courses Online

    Explore computational biology for analyzing biological data. Learn to apply algorithms and models to study genomes, proteins, and biological systems.

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    Explore the Computational Biology Course Catalog

    • U

      Utrecht University

      Understanding child development: from synapse to society

      Skills you'll gain: Child Development, Human Development, Speech Language Pathology, Developmental Disabilities, Human Learning, Systems Thinking, Learning Theory, Research, Neurology, Cultural Diversity, Biology

      4.6
      Rating, 4.6 out of 5 stars
      ·
      369 reviews

      Beginner · Course · 1 - 3 Months

    • T

      The University of Melbourne

      Epigenetic Control of Gene Expression

      Skills you'll gain: Molecular Biology, Precision Medicine, Life Sciences, Oncology, Environment, Biology, Medical Science and Research, Pharmacology, Experimentation, Nutrition and Diet

      4.8
      Rating, 4.8 out of 5 stars
      ·
      824 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Introduction to Biology: Evolution

      Skills you'll gain: Life Sciences, Biology, Taxonomy, Anatomy, Molecular Biology, Microbiology, Scientific Methods, Research

      4.9
      Rating, 4.9 out of 5 stars
      ·
      59 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Alberta

      Paleontology: Theropod Dinosaurs and the Origin of Birds

      Skills you'll gain: Biology, Life Sciences, Taxonomy, Timelines, Research

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.6K reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Copenhagen

      Bacteria and Chronic Infections

      Skills you'll gain: Microbiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Biology, Pathology, Pharmacology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.9K reviews

      Mixed · Course · 1 - 3 Months

    • J

      Johns Hopkins University

      Engineering Life: Synbio, Bioethics & Public Policy

      Skills you'll gain: Governance, Policy Analysis, Healthcare Ethics, Health Care Procedure and Regulation, Public Policies, Environmental Issue, Life Sciences, Ethical Standards And Conduct, Policy Development, Molecular Biology, Energy and Utilities, Biology, Public Health, Discussion Facilitation

      4.2
      Rating, 4.2 out of 5 stars
      ·
      80 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Florida

      The Horse Course: Introduction to Basic Care and Management

      Skills you'll gain: Obstetrics And Gynecology, Nutrition and Diet, Preventative Care, Care Management, Behavior Management, Anatomy, Vital Signs, Health Assessment, Infectious Diseases, First Aid, Biology, Communication

      4.9
      Rating, 4.9 out of 5 stars
      ·
      974 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Introduction to Clinical Data

      Skills you'll gain: Feature Engineering, Data Ethics, Clinical Research, Clinical Data Management, Health Informatics, Medical Records, Unstructured Data, Health Care, Data Mining, Electronic Medical Record, Data Collection, Data Manipulation, Text Mining, Health Disparities, Data Processing, Medical Imaging

      4.6
      Rating, 4.6 out of 5 stars
      ·
      434 reviews

      Beginner · Course · 1 - 3 Months

    • T

      The University of Edinburgh

      Understanding Obesity

      Skills you'll gain: Scientific Methods, Student-Centred Learning, Health Disparities, Research, Nutrition and Diet, Behavioral Health, Peer Review, Social Sciences, Psychology, Stress Management, Economics, Biology, Neurology

      4.6
      Rating, 4.6 out of 5 stars
      ·
      844 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      The Hong Kong University of Science and Technology

      The Science of Gastronomy

      Skills you'll gain: Food and Beverage, Nutrition and Diet, Scientific Methods, Experimentation, Color Theory, Chemistry, Research Design, Psychology, Biology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      777 reviews

      Beginner · Course · 1 - 3 Months

    • M

      Macquarie University

      Artificial Intelligence (AI) Education for Teachers

      Skills you'll gain: Computational Thinking, Design Thinking, Artificial Intelligence, Creativity, Ethical Standards And Conduct, Machine Learning, Data Quality, Computer Science, Algorithms

      4.7
      Rating, 4.7 out of 5 stars
      ·
      870 reviews

      Beginner · Course · 1 - 3 Months

    • U

      Universitat Autònoma de Barcelona

      Digital Systems: From Logic Gates to Processors

      Skills you'll gain: Computer Architecture, Hardware Architecture, Technical Design, System Design and Implementation, Application Specific Integrated Circuits, Embedded Systems, Digital Design, Computer Hardware, Computational Logic, Simulations

      4.3
      Rating, 4.3 out of 5 stars
      ·
      838 reviews

      Intermediate · Course · 1 - 3 Months

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    In summary, here are 10 of our most popular computational biology courses

    • Understanding child development: from synapse to society: Utrecht University
    • Epigenetic Control of Gene Expression: The University of Melbourne
    • Introduction to Biology: Evolution: Rice University
    • Paleontology: Theropod Dinosaurs and the Origin of Birds: University of Alberta
    • Bacteria and Chronic Infections: University of Copenhagen
    • Engineering Life: Synbio, Bioethics & Public Policy: Johns Hopkins University
    • The Horse Course: Introduction to Basic Care and Management: University of Florida
    • Introduction to Clinical Data: Stanford University
    • Understanding Obesity: The University of Edinburgh
    • The Science of Gastronomy: The Hong Kong University of Science and Technology

    Skills you can learn in Algorithms

    Graphs (22)
    Mathematical Optimization (21)
    Computer Program (20)
    Data Structure (19)
    Problem Solving (19)
    Algebra (12)
    Computer Vision (10)
    Discrete Mathematics (10)
    Graph Theory (10)
    Image Processing (10)
    Linear Algebra (10)
    Reinforcement Learning (10)

    Frequently Asked Questions about Computational Biology

    Computational Biology is a multidisciplinary approach to applying data-scientific methods, processes, or theories to the study of biological systems. The field includes foundations in Mathematics, Statistics, Chemistry, Genetics, Genomics, Computer Science, Evolution, and related disciplines.

    An example of Computational Biology is performing experiments that produce data—building sequences of molecules, for instance—and then using methods such as machine learning to analyze the data.

    When mastered, Computational Biology enables successful learners to bring drug discovery and disease prevention expertise to Biotechnology, Pharmaceuticals, and other essential fields.‎

    As Data Science roles pertaining to Biology become increasingly in-demand, learners exploring Computational Biology can find opportunities in commercial, academic, and government domains. The positions learners can look forward to include Computer and Information Research Scientist, Computational Biology Professor, Software and Instrumentation Test Engineer, Bioinformatics Scientist, and related roles.

    Some industries in which Computational Biology learners will find exciting opportunities include Medical Device and Equipment, Research and Testing, Agricultural Chemicals, Pharmaceuticals, National Institutes of Health, and more.‎

    Courses in Computational Biology offered through Coursera explore various methods for extracting data from biological experiments. Learners discover how algorithms, data structures, and other computational methods can help them analyze DNA sequencing data. The basics in biological systems are covered so learners have a foundational understanding of DNA, genomics, and DNA sequencing. Hands-on learning of data science tools is available in many courses as well, where learners use Python, R Programming, and more to analyze real genomes and DNA sequencing datasets.‎

    Computational biology sits at the intersection of machine learning and life science, so if you possess skills in computer science and any of the various disciplines of biology, you’re ready to start learning computational biology. Having a working understanding of biology, pharmacology, and genetics can help you gain a foothold in learning computational biology, and the deeper your knowledge of those fields, the better off you’ll be in your studies. You can also benefit from a background in coding and computer programming, especially if you have experience using discrete mathematics for research and data analysis. An understanding of statistics can also give you an advantage in studying computational biology because you can apply the principles of statistics and data analysis to problem-solving within scientific disciplines.‎

    Since computational biology—also known as bioinformatics—is a scientific discipline that relies on the analysis of large amounts of data, people with analytical natures or backgrounds in statistics are well-suited for careers in this area. Individuals who are passionate about life science and want to apply technology to studying its various fields will enjoy jobs in computational biology. Computer programmers who have an interest in biology or genetics can combine their skills in building data structures with their passion for bioinformatics. Whether you want to work in academic research or for a medical corporation, you can put your scientific and computational knowledge to work in a career in computational biology.‎

    Computational biology might be the right field for you if you’re interested in biology and genetics beyond family trees and the insights from DNA test kits ordered online. If you have the desire to help develop the next revolutionary prescription or a passion to use data to help solve scientific issues, learning computational biology could be a good fit for you. You can take the skills in data analysis and computer programming that you learn studying computational biology to conduct research that helps lead to scientific breakthroughs. From pharmaceutical studies to academic research, learning computational biology offers rewarding opportunities for those who want to combine computer skills with scientific exploration.‎

    Online Computational Biology courses offer a convenient and flexible way to enhance your knowledge or learn new Computational Biology skills. Choose from a wide range of Computational Biology courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Computational Biology, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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