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  • Computational Biology

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


  • R

    Rice University

    Introduction to Biology: Ecology, Evolution, & Biodiversity

    Skills you'll gain: Biology, Environment, Microbiology, Life Sciences, Environmental Science, Molecular, Cellular, and Microbiology, Environmental Issue, Environmental Resource Management, Environment and Resource Management, Infectious Diseases, Sustainable Development, Demography, Natural Resource Management, Molecular Biology, Cell Biology, Anatomy, Climate Change Adaptation, Estimation, Taxonomy, Scientific Methods

    ★ 4.8 (296) · Beginner · Specialization · 3 - 6 Months

  • L

    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Model Optimization, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, Model Training, Machine Learning, Data Science

    ★ 3.3 (103) · Beginner · Specialization · 3 - 6 Months

  • U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Data Storage, Development Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Computer Programming, Programming Principles, Python Programming, C and C++, Infectious Diseases, Java Programming, Java, Rust (Programming Language), Javascript, Software Testing, Debugging

    ★ 4.6 (17K) · Intermediate · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Infection Control, Statistical Modeling, Simulations, Infectious Diseases, Public Health and Disease Prevention, R Programming, Public Health, Predictive Modeling, Model Evaluation, R (Software), Model Optimization, Differential Equations, Data Modeling, Immunology, Regression Analysis, Statistical Methods, Statistical Programming, Probability Distribution

    ★ 4.8 (304) · Intermediate · Specialization · 1 - 3 Months

  • U

    University of California, Santa Cruz

    C, Go, and C++: A Comprehensive Introduction to Programming

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, C and C++, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Software Design Patterns, Debugging, Computer Programming, Unit Testing, C (Programming Language), Software Design, Program Development, Algorithms, Graph Theory, Software Testing, Computer Science, Computational Logic

    ★ 4.5 (9.6K) · Intermediate · Specialization · 3 - 6 Months

  • D

    Duke University

    Introductory C Programming

    Skills you'll gain: Debugging, File I/O, Memory Management, Programming Principles, Maintainability, Software Testing, Program Development, C (Programming Language), Development Testing, Algorithms, Test Planning, Simulations, System Programming, Systems Development Life Cycle, Computer Programming, Data Structures, C and C++, Software Engineering, Problem Solving, Software Design

    ★ 4.6 (7.4K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Minnesota

    Genetic Underpinnings of Synaptic Disease

    Skills you'll gain: Pharmacology, Pharmacotherapy, Clinical Pharmacy, Molecular Biology, Substance Abuse, Mental and Behavioral Health, Neurology, Physiology, Psychology, Biochemistry, Biology, Developmental Disabilities, Science and Research

    Intermediate · Course · 1 - 4 Weeks

  • S

    Stanford University

    RNA Biology with Eterna

    Skills you'll gain: Molecular Biology, Biological Engineering, Cell Biology, Biotechnology, Biochemistry, Pharmacology, Microbiology, Biology, Structural Analysis

    ★ 4.7 (157) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Computational Thinking for Problem Solving

    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

    ★ 4.7 (1.4K) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    Coding for Everyone: C and C++

    Skills you'll gain: C++ (Programming Language), C and C++, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Software Design Patterns, Computer Programming, Algorithms, C (Programming Language), Software Design, Program Development, Graph Theory, Code Reusability, Computational Logic, Artificial Intelligence, Data Structures, Memory Management, File I/O, Simulations

    ★ 4.5 (9.6K) · Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Java Programming and Software Engineering Fundamentals

    Skills you'll gain: File I/O, UI Components, Java Programming, Object Oriented Design, Software Design, Debugging, Web Design and Development, Software Engineering, Code Reusability, Hypertext Markup Language (HTML), Computer Programming, Program Development, Event-Driven Programming, Bioinformatics, Encryption, Computer Programming Tools, Javascript, Algorithms, Data Analysis, Cascading Style Sheets (CSS)

    ★ 4.6 (22K) · Beginner · Specialization · 3 - 6 Months

  • B

    Birla Institute of Technology & Science, Pilani

    General Biology

    Skills you'll gain: Scientific Methods, Physiology, Biotechnology, Biology, Life Sciences, Laboratory Research, Cell Biology, Immunology, Molecular, Cellular, and Microbiology, Anatomy, Molecular Biology, Science and Research, General Science and Research, Biochemistry, Respiration, Endocrinology, Oncology

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Biology: Ecology, Evolution, & Biodiversity: Rice University
  • AI for Scientific Research: LearnQuest
  • Data Structures and Algorithms: University of California San Diego
  • Infectious Disease Modelling: Imperial College London
  • C, Go, and C++: A Comprehensive Introduction to Programming: University of California, Santa Cruz
  • Introductory C Programming: Duke University
  • Genetic Underpinnings of Synaptic Disease: University of Minnesota
  • RNA Biology with Eterna: Stanford University
  • Computational Thinking for Problem Solving: University of Pennsylvania
  • Coding for Everyone: C and C++: University of California, Santa Cruz

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)

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