• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Computational Science

Computational Science Courses

Computational Science courses can help you learn numerical analysis, simulation techniques, and data visualization. You can build skills in algorithm development, statistical modeling, and high-performance computing. Many courses introduce tools like Python, MATLAB, and R, that support implementing simulations and analyzing large datasets. You'll also explore key topics such as parallel computing, machine learning applications, and optimization methods, allowing you to tackle complex scientific problems and enhance your analytical capabilities.

Popular Computational Science Courses and Certifications


  • R

    Red Hat

    Fundamentals of Containers, Kubernetes and OpenShift

    Skills you'll gain: OpenShift, Application Deployment, Kubernetes, Containerization, Cloud-Native Computing, Data Persistence, Application Performance Management, Configuration Management, Application Lifecycle Management, Package and Software Management, Command-Line Interface, Network Routing

    4.7 stars, 52 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (52) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Network Principles in Practice: Linux Networking

    Skills you'll gain: Virtual Networking, Linux Administration, Network Troubleshooting, Linux, Kubernetes, Network Architecture, Network Administration, Linux Commands, Computer Networking, Network Engineering, Docker (Software), TCP/IP, Network Routers, Software-Defined Networking, Network Routing, Routing Protocols, Containerization, Network Switches, Firewall, Network Protocols

    4.6 stars, 45 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (45) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    Icahn School of Medicine at Mount Sinai

    Dynamical Modeling Methods for Systems Biology

    Skills you'll gain: Matlab, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Differential Equations, Simulations, Statistical Modeling, Biochemistry, Biology, Cell Biology, Electrical Systems

    4.7 stars, 223 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (223) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Data Presentation, Bioinformatics, Big Data, Analytics, Data Mining, Health Informatics, R (Software), Biostatistics, Biomedical Technology, Informatics, Advanced Analytics, Medical Science and Research, Predictive Analytics, R Programming, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Methods, Data Cleansing, Molecular Biology

    4.2 stars, 288 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.2 (288) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    LearnQuest

    Artificial Intelligence Ethics in Action

    Skills you'll gain: Responsible AI, Data Ethics, OpenAI, Artificial Intelligence, Large Language Modeling, Analytical Skills, Analysis, Game Theory, Generative AI, Predictive Modeling

    4.7 stars, 379 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (379) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Statistical Methods, Analysis, Quantitative Research, Data Visualization, Predictive Modeling, Applied Mathematics

    4.3 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Create IT Diagrams with Lucidchart

    Skills you'll gain: Diagram Design, Data Import/Export, Collaborative Software, Technical Communication, Technical Documentation, User Accounts

    4.8 stars, 33 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (33) · Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Data Preparation and Management

    Skills you'll gain: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Preprocessing, Data Wrangling, Data Processing, Data Maintenance, Data Integration, Data Integrity, Data Analysis, Data Storage

    5 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Data Preprocessing, Data Processing, Natural Language Processing, Classification Algorithms, Analytics, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9 stars, 40 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (40) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Statistical Analysis, Descriptive Analytics, R (Software), Descriptive Statistics, Statistical Methods, Sampling (Statistics), Analysis, Probability & Statistics, Data Ethics, Data Collection, Analytical Skills, Medical Privacy, Exploratory Data Analysis, Statistical Reporting, Logistic Regression

    4.6 stars, 46 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (46) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    LangChain MasterClass: Build 15 LLM Apps with Python

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, OpenAI, Hugging Face, Large Language Modeling, Agentic systems, Embeddings, AI Workflows, Data Processing, Vector Databases, Retrieval-Augmented Generation, Generative AI Agents, Application Development, Memory Management

    3.2 stars, 21 reviews, Intermediate, Course, 3 - 6 Months

    ★ 3.2 (21) · Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Generative AI, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing, Matlab, Software Visualization, Classification Algorithms, Model Optimization, Predictive Modeling, Performance Tuning

    4.9 stars, 37 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (37) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…286287288…834

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

  • Fundamentals of Containers, Kubernetes and OpenShift: Red Hat
  • Network Principles in Practice: Linux Networking: University of Colorado Boulder
  • Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
  • Big Data, Genes, and Medicine: The State University of New York
  • Artificial Intelligence Ethics in Action: LearnQuest
  • Probability and Statistics: Birla Institute of Technology & Science, Pilani
  • Create IT Diagrams with Lucidchart: Coursera
  • Data Preparation and Management: Microsoft
  • Hands-on Text Mining and Analytics: Yonsei University
  • Population Health: Responsible Data Analysis: Universiteit Leiden

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok