• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Scientific Computing

Scientific Computing Courses

Scientific computing courses can help you learn numerical methods, data analysis, algorithm development, and simulation techniques. You can build skills in programming languages like Python and R, as well as mathematical modeling and statistical analysis. Many courses introduce tools such as MATLAB, NumPy, and SciPy, that support implementing algorithms and processing large datasets effectively.

Popular Scientific Computing Courses and Certifications


  • G

    Google Cloud

    Dataproc: Qwik Start - Console

    Skills you'll gain: Apache Spark, Apache Hadoop, Google Cloud Platform, Data Processing, Command-Line Interface, Cloud Management, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Using Gemini in Education

    Skills you'll gain: Gemini, Google Gemini, Model Deployment, AI Enablement, AI Integrations, Google Cloud Platform, Education Software and Technology, Generative AI, LLM Application, Multimodal Prompts, Software Installation, Large Language Modeling

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universidad de Palermo

    Introducción a Java

    Skills you'll gain: Eclipse (Software), Object Oriented Programming (OOP), Java, Integrated Development Environments, Data Structures, Java Programming, File I/O, Computer Programming, Algorithms, Programming Principles, Development Environment, Debugging

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 7

    Skills you'll gain: Kubernetes, Containerization, YAML, Application Deployment, Scripting, Linux Commands, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    REST Assured Java API Testing Automation

    Skills you'll gain: Cucumber (Software), Gherkin (Scripting Language), Behavior-Driven Development, Apache Maven, API Testing, Test Script Development, Restful API, Test Automation, JSON, Scalability, Application Programming Interface (API), Test Case, Java Programming, Test Data, Authentications, Java

    5
    Rating, 5 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Google Gemini, Responsible AI, Retrieval-Augmented Generation, Generative Model Architectures, Prompt Patterns, Gemini, Generative AI, AI Product Strategy, Google Cloud Platform, Customer experience improvement, Google Workspace, Agentic Workflows, AI Security, AI Workflows, AI Enablement, Cloud Computing, Artificial Intelligence, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • P

    Pearson

    Linux Under the Hood

    Skills you'll gain: Linux Administration, Containerization, Linux, Memory Management, Linux Commands, OS Process Management, File Systems, System Programming, Operating Systems, Data Storage, Cloud Storage, Data Storage Technologies, General Networking, Network Administration, Performance Tuning, System Configuration, C (Programming Language), Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    New Fermentation Markets and How They Scale

    Skills you'll gain: Biotechnology, Food and Beverage, Sustainable Technologies, Biological Engineering, Scalability, Sustainable Systems, Process Engineering, Product Development, Production Process, Market Opportunities, Innovation, Market Trend, Market Analysis, Microbiology, Workforce Development, Capacity Planning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Select a Google Cloud Database for Your Applications

    Skills you'll gain: Google Cloud Platform, Generative AI, Vector Databases, Cloud Applications, NoSQL, Database Application, Databases, Database Theory, Database Management Systems, PostgreSQL, Database Systems, Data Store, Relational Databases, Transaction Processing, Data Migration

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Secure Software Supply Chain: Using Cloud Build & Cloud Deploy to Deploy Containerized Applications

    Skills you'll gain: Cloud Deployment, Cloud-Native Computing, Application Deployment, Containerization, Continuous Deployment, Cloud Applications, CI/CD, Application Security, Serverless Computing, Security Software, DevSecOps

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    O

    O.P. Jindal Global University

    Statistical Methods and Data Analysis

    Skills you'll gain: Sampling (Statistics), Statistical Programming, Statistical Analysis, Probability Distribution, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Probability & Statistics, Statistics, Statistical Modeling, Statistical Visualization, Statistical Inference, Probability, Classification And Regression Tree (CART), Big Data

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 3 Months

1…336337338…507

In summary, here are 10 of our most popular scientific computing courses

  • Dataproc: Qwik Start - Console: Google Cloud
  • Using Gemini in Education: Google Cloud
  • Introducción a Java: Universidad de Palermo
  • Certified Kubernetes Application Developer (CKAD): Unit 7: Pearson
  • REST Assured Java API Testing Automation: EDUCBA
  • Generative AI Leader: Google Cloud
  • Linux Under the Hood: Pearson
  • New Fermentation Markets and How They Scale: University of Illinois Urbana-Champaign
  • Select a Google Cloud Database for Your Applications: Google Cloud
  • Secure Software Supply Chain: Using Cloud Build & Cloud Deploy to Deploy Containerized Applications: Google Cloud

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