• 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


  • U

    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Simulation and Simulation Software, Customer Analysis, Advanced Analytics, A/B Testing, Data Mining, Business Analysis, Ideation, Sprint Planning, Machine Learning Methods, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Make Apps with ChatGPT and Generative AI

    Skills you'll gain: Prompt Engineering, Token Optimization, ChatGPT, No-Code Development, OpenAI, LLM Application, Generative AI, Microsoft Power Platform, Application Programming Interface (API), Email Automation, Application Development, Microsoft Power Automate/Flow, Serverless Computing, Microsoft Azure, Microsoft Outlook, Email Marketing

    Intermediate · Course · 3 - 6 Months

  • P

    Pearson

    CompTIA Cloud CV0-003: Unit 1

    Skills you'll gain: Cloud Computing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud SQL with Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Management, Google Cloud Platform, Cloud Computing, PostgreSQL, MySQL, Cloud Infrastructure, Proxy Servers, Test Tools

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    AWS Certified Developer - Associate

    Skills you'll gain: Identity and Access Management, CI/CD, Cloud Development, Cloud Applications, Continuous Integration, Cloud Hosting, Amazon Web Services, Cloud Infrastructure, Continuous Deployment, AWS Identity and Access Management (IAM), Continuous Delivery, Cloud Services, Authentications, Infrastructure as Code (IaC), Cloud Solutions, User Provisioning, AWS Kinesis, Application Deployment, Cloud Deployment, Command-Line Interface

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    API Gateway: Qwik Start

    Skills you'll gain: API Gateway, Cloud API, Application Programming Interface (API), Google Cloud Platform, Cloud Deployment, Web Services, Scalability, Data Management, Network Analysis

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Apache Kafka for Developers using Spring Boot

    Skills you'll gain: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Event-Driven Programming, Encryption, Distributed Computing

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Large Language Models - 한국어

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Managing Terraform State

    Skills you'll gain: Terraform, Google Cloud Platform, Infrastructure as Code (IaC), Cloud Storage, Cloud Management, Cloud Infrastructure, Operating Systems, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Project · Less Than 2 Hours

  • N

    Northeastern University

    Ethics and AI: A Philosophical Guide to Responsible Use

    Skills you'll gain: Responsible AI, Motion Arguments, Law, Regulation, and Compliance, AI literacy, Data Ethics, Artificial Intelligence, Research, Regulation and Legal Compliance, Scientific Methods, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Governance

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Model Optimization and Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Model Optimization, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Computer Vision, Model Training, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Performance Tuning, Artificial Intelligence, Bayesian Statistics

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build a Chat Application using the PaLM 2 API on Cloud Run

    Skills you'll gain: Cloud Deployment, Docker (Software), Application Deployment, Code Review, Containerization, Serverless Computing, LLM Application, Model Deployment, Google Cloud Platform, Application Development, Build Tools

    Intermediate · Project · Less Than 2 Hours

1…354355356…502

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

  • Analytics Project Ideation: University of Minnesota
  • Make Apps with ChatGPT and Generative AI: Packt
  • CompTIA Cloud CV0-003: Unit 1: Pearson
  • Cloud SQL with Terraform: Google Cloud
  • AWS Certified Developer - Associate: Packt
  • API Gateway: Qwik Start: Google Cloud
  • Apache Kafka for Developers using Spring Boot: Packt
  • Introduction to Large Language Models - 한국어: Google Cloud
  • Managing Terraform State: Google Cloud
  • Ethics and AI: A Philosophical Guide to Responsible Use: Northeastern University

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