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  • 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


  • J

    Johns Hopkins University

    Introduction to Concurrent Programming with GPUs

    Skills you'll gain: C and C++, C++ (Programming Language), System Programming, Hardware Architecture, Programming Principles, Computer Architecture, OS Process Management, Data Access, Program Development, Algorithms, Python Programming, Data Sharing, Development Environment

    2.7
    Rating, 2.7 out of 5 stars
    ·
    145 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Pittsburgh

    Distributed Systems and Web Services

    Skills you'll gain: Web Services, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Cloud Development, Cloud Applications, Google Cloud Platform, Flask (Web Framework), Distributed Computing, Containerization, Systems Architecture, Software Architecture, Docker (Software), Cloud-Based Integration, Virtualization, Restful API, JSON, Microservices, Application Programming Interface (API), Computer Architecture

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Optimizing Spark and Cloud Data Storage for Analytics

    Skills you'll gain: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Enterprise Computing

    Skills you'll gain: Mainframe Computing, Mainframe Technologies, z/OS, Virtualization, Virtualization and Virtual Machines, Virtual Machines, Hardware Architecture, Infrastructure Architecture, Computing Platforms, Computer Architecture, Enterprise Security, Computer Hardware, Cryptography, Transaction Processing, System Configuration, Authorization (Computing), Identity and Access Management, Memory Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    CUDA Advanced Libraries

    Skills you'll gain: Artificial Neural Networks, Program Development, Applied Machine Learning, Deep Learning, Software Development, Linear Algebra, Mathematical Software, Machine Learning, Digital Signal Processing, Data Structures, Data Transformation, Algorithms, Data Science

    3.3
    Rating, 3.3 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Advanced DAX and Performance Optimization

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Time Series Analysis and Forecasting, Model Optimization, Microsoft Copilot, Business Intelligence

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    AI Infrastructure: Cloud GPUs

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Hardware Architecture, Infrastructure Architecture, Model Optimization, Computer Hardware, Performance Tuning, Cloud Platforms, Computing Platforms, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Infrastructure:AI Hypercomputer 简介

    Skills you'll gain: Google Cloud Platform, Model Deployment, Cloud Infrastructure, Cloud Deployment, Model Optimization, Infrastructure Architecture, Computer Architecture, AI Workflows, Hardware Architecture, Model Training, AI literacy, Performance Tuning, Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Performance Optimization and Scalability

    Skills you'll gain: Load Balancing, Scalability, Performance Tuning, Software Architecture, Microsoft Copilot, Application Design, Query Languages, AI Integrations, Software Design Patterns, Performance Testing, Application Performance Management, Distributed Computing, Database Management, SQL, Memory Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Cloud Computing Concepts: Part 2

    Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Dataflow, Transaction Processing, Computer Security, Software Systems, Data Centers, Cyber Security Policies, Authorization (Computing), Apache Hadoop, Data Store, Database Theory, Cloud Security, Authentications, NoSQL, Algorithms, Encryption, Graph Theory

    4.5
    Rating, 4.5 out of 5 stars
    ·
    322 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Optimize and Benchmark AI Algorithms for Speed

    Skills you'll gain: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Concurrent and Parallel Programming in Python

    Skills you'll gain: Performance Tuning, Python Programming, OS Process Management, Scalability, Web Scraping, Database Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Concurrent Programming with GPUs: Johns Hopkins University
  • Distributed Systems and Web Services: University of Pittsburgh
  • Optimizing Spark and Cloud Data Storage for Analytics: Coursera
  • Introduction to Enterprise Computing: IBM
  • CUDA Advanced Libraries: Johns Hopkins University
  • Advanced DAX and Performance Optimization: Microsoft
  • AI Infrastructure: Cloud GPUs: Google Cloud
  • AI Infrastructure:AI Hypercomputer 简介: Google Cloud
  • Performance Optimization and Scalability: Microsoft
  • Cloud Computing Concepts: Part 2: University of Illinois Urbana-Champaign

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