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

High Performance Computing Courses

High Performance Computing courses can help you learn parallel processing, algorithm optimization, and data management techniques. You can build skills in performance tuning, workload balancing, and utilizing distributed systems effectively. Many courses introduce tools such as MPI, OpenMP, and CUDA, that support implementing high-performance applications and conducting simulations in fields like scientific computing and big data analysis.


Popular High Performance Computing Courses and Certifications


  • I

    Intel

    IntelĀ® AI Fundamentals

    Skills you'll gain: AI Enablement, AI Product Strategy, Business Technologies, Complex Problem Solving, Competitive Intelligence, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Case Studies, AI literacy, AI Integrations, Technology Strategies, Emerging Technologies, Automation, Responsible AI, B2B Sales, Computer Hardware

    ā˜… 4.4 (804) Ā· Beginner Ā· Specialization Ā· 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • I

    IBM

    Linux System Administration with IBM Power Systems

    Skills you'll gain: Linux Administration, Linux Servers, Red Hat Enterprise Linux, Linux, Operating System Administration, IBM Cloud, Linux Commands, Virtualization, Systems Administration, Virtualization and Virtual Machines, Virtual Machines, Cloud Infrastructure, Cloud Computing, System Monitoring, Software Installation, System Configuration, Private Cloud, Remote Access Systems, Package and Software Management

    ā˜… 4.6 (137) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Illinois Urbana-Champaign

    Entrepreneurship II: Preparing for Launch

    Skills you'll gain: Entrepreneurship, Business Planning, New Business Development, Entrepreneurial Finance, Go To Market Strategy, Financial Forecasting, Business Strategy, Growth Strategies, Financial Modeling, Fundraising and Crowdsourcing, Equities, Business Modeling, Private Equity, Business Valuation, Customer Acquisition Management, Financial Planning, Presentations, Performance Measurement, Team Management, Business Metrics

    ā˜… 4.8 (767) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, AI Workflows, AI literacy, Artificial Intelligence, Object Oriented Programming (OOP), Software Technical Review, Risking, Machine Learning Methods, Artificial Neural Networks, Data Preprocessing, AI powered creativity, Debugging, Problem Solving, Critical Thinking, Data Analysis

    ā˜… 4.6 (226) Ā· Beginner Ā· Specialization Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Palo Alto Networks

    Palo Alto Networks Network Security Fundamentals

    Skills you'll gain: Zero Trust Network Access, Network Security, Endpoint Security, General Networking, TCP/IP, Network Infrastructure, Firewall, Security Controls, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Encryption, Network Analysis

    ā˜… 4.7 (216) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • I

    IBM

    Deep Learning and Reinforcement Learning

    Skills you'll gain: Autoencoders, Generative AI, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Unsupervised Learning, Machine Learning Methods, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Fine-tuning, Machine Learning, Artificial Intelligence, Computer Vision

    ā˜… 4.6 (294) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • M

    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Artificial Intelligence, Model Optimization, Federated Learning, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, Microsoft Azure, Information Privacy

    ā˜… 4.7 (45) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Robotics, Model Training, Machine Learning Algorithms, Model Evaluation, Linear Algebra

    ā˜… 4.7 (585) Ā· Advanced Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Colorado Boulder

    Sensor Manufacturing and Process Control

    Skills you'll gain: Control Systems, Machine Controls, Process Control, Manufacturing Processes, Automation Engineering, Embedded Software, Electronic Systems, Semiconductors, Laboratory Testing, Health Technology, Test Equipment, Electronics Engineering, Medical Devices, Electronic Components, Performance Tuning, Network Protocols

    ā˜… 4.6 (321) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Virginia Darden School Foundation

    Introduction to Digital Transformation Part 2

    Skills you'll gain: Digital Transformation, Business Transformation, Digital Analysis, Business Technologies, Emerging Technologies, Organizational Development, Performance Improvement, Cloud Infrastructure, Data Infrastructure, Case Studies, Cloud Storage, Cloud Computing, HR Tech, Data Storage Technologies, Cloud Platforms, Cybersecurity, Data Integrity

    ā˜… 4.7 (193) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Pennsylvania

    The Power of Team Culture

    Skills you'll gain: Intercultural Competence, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Team Performance Management, Culture, Cultural Sensitivity, Team Collaboration, Diversity Awareness, Culture Transformation, Industrial and Organizational Psychology, Organizational Change, Habit Formation, Leadership

    ā˜… 4.6 (542) Ā· Beginner Ā· Course Ā· 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Peking University

    ēØ‹åŗč®¾č®”äøŽē®—ę³•

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Memory Management, C++ (Programming Language), Algorithms, File I/O, Object Oriented Design, Code Reusability, Graph Theory, Programming Principles, C (Programming Language), Program Development, Computer Programming, Data Storage, Theoretical Computer Science, Computer Science, Application Development, Computer Architecture, Software Design, Computational Thinking

    ā˜… 4.8 (2.7K) Ā· Beginner Ā· Specialization Ā· 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…196197198…818

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

  • IntelĀ® AI Fundamentals:Ā Intel
  • Linux System Administration with IBM Power Systems:Ā IBM
  • Entrepreneurship II: Preparing for Launch:Ā University of Illinois Urbana-Champaign
  • Generative AI for Developers:Ā Fractal Analytics
  • Palo Alto Networks Network Security Fundamentals:Ā Palo Alto Networks
  • Deep Learning and Reinforcement Learning:Ā IBM
  • Advanced AI and Machine Learning Techniques and Capstone:Ā Microsoft
  • Visual Perception for Self-Driving Cars:Ā University of Toronto
  • Sensor Manufacturing and Process Control:Ā University of Colorado Boulder
  • Introduction to Digital Transformation Part 2:Ā University of Virginia Darden School Foundation

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
Software Testing (21)
Web (19)
Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrackĀ® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

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
Ā© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok