• 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

    Debugging Apps on Google Kubernetes Engine

    Skills you'll gain: Kubernetes, Cloud Applications, Google Cloud Platform, Cloud-Native Computing, Debugging, Event Monitoring

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • B

    Board Infinity

    Java Multi-Threading Mastery: From Basics to Advanced

    Skills you'll gain: Java Programming, Java, OS Process Management, Memory Management, Data Sharing

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Predictive Modeling, Model Optimization, Model Training, Interactive Data Visualization, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Data Management with Azure: Implement Compliance Controls

    Skills you'll gain: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Databases, Database Management, Data Management, Data Access, Security Controls, Authorization (Computing), Role-Based Access Control (RBAC)

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    Edureka

    Incident Response and Cyber Forensics

    Skills you'll gain: Incident Response, Digital Forensics, Distributed Denial-Of-Service (DDoS) Attacks, Security Information and Event Management (SIEM), Computer Security Incident Management, Incident Management, Endpoint Detection and Response, Continuous Monitoring, Event Monitoring, Endpoint Security, Cyber Threat Intelligence, Anomaly Detection, Cybersecurity, Security Controls, Cyber Security Strategy, Threat Detection, Cyber Attacks, Litigation Support, Digital Analysis, Cyber Engineering

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Tidy Messy Data using tidyr in R

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Statistical Visualization, R (Software), Data Analysis, Data Management, Pivot Tables And Charts

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • 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, Classification And Regression Tree (CART), Probability, Big Data

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Flutter App Development From Beginner to Advanced

    Skills you'll gain: Responsive Web Design, Flutter (Software), Mobile Development, Application Development, Data Validation, Application Design, User Interface (UI) Design, User Interface (UI), Cross Platform Development, UI Components, Interactive Design, Software Design, Interaction Design, Scalability, Usability, Verification And Validation, Maintainability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Understanding Your Google Cloud Costs en Español

    Skills you'll gain: Dashboard Creation, Google Cloud Platform, Dashboard, Billing, Billing Systems, Cost Management, Resource Management, Google Sheets, Billing & Invoicing, Cloud Management, Cost Control, Cost Accounting, Looker (Software), Organizational Structure, Role-Based Access Control (RBAC), Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Program Evaluation, Performance Metric, Agile Project Management, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Project Performance, Data-Driven Decision-Making, AI Integrations, Machine Learning, Large Language Modeling, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Deploying and Scaling iOS Applications

    Skills you'll gain: Apple iOS, Apple Xcode, iOS Development, Core Data (Software), Secure Coding, Application Deployment, Scalability, Swift Programming, Apple software proficiency, Performance Tuning, Application Security, Debugging, Knowledge of Apple Software, Application Programming Interface (API), Performance Testing, Encryption, JSON, Memory Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Using Role-based Access Control in Kubernetes Engine

    Skills you'll gain: Role-Based Access Control (RBAC), Kubernetes, User Provisioning, Authorization (Computing), Identity and Access Management, User Accounts, Cloud-Native Computing, Cloud API, Security Testing, Containerization, Application Programming Interface (API), Cloud Engineering

    Intermediate · Project · Less Than 2 Hours

1…356357358…503

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

  • Debugging Apps on Google Kubernetes Engine: Google Cloud
  • Java Multi-Threading Mastery: From Basics to Advanced: Board Infinity
  • Advanced Machine Learning and Deep Learning: Packt
  • Data Management with Azure: Implement Compliance Controls: Coursera
  • Incident Response and Cyber Forensics: Edureka
  • Tidy Messy Data using tidyr in R: Coursera
  • Statistical Methods and Data Analysis : O.P. Jindal Global University
  • Apply Flutter App Development From Beginner to Advanced: EDUCBA
  • Understanding Your Google Cloud Costs en Español: Google Cloud
  • Data and Machine Learning for Technical Product Managers: Coursera

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