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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


  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Reliability, Cloud Computing and Machine Learning

    Skills you'll gain: Data Warehousing, Apache Hadoop, Transaction Processing, Distributed Computing, Database Systems, Applied Machine Learning, Database Management Systems, Data Architecture, Database Architecture and Administration, Cloud Computing, Big Data, Data Processing, Data Access, Machine Learning, Scalability, Data Integrity, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestructura de IA: introducción a AI Hypercomputer

    Skills you'll gain: Model Deployment, AI Workflows, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Computer Architecture, Artificial Intelligence, Hardware Architecture, Model Training, Model Optimization, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    365 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced .NET with TPL & PLINQ: Conducting Performance Boost

    Skills you'll gain: .NET Framework, Performance Tuning, Debugging, Health Informatics, Health Technology, Performance Testing, C# (Programming Language), Application Frameworks, Application Development

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    G

    Google Cloud

    Infraestructura de IA: GPU de Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, Microarchitecture, Performance Tuning, Model Training, System Configuration

    Intermediate · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Theory

    Skills you'll gain: Application Specific Integrated Circuits, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Deployment, Amazon Web Services, Hardware Architecture, Cloud Applications, Performance Tuning, Software Development, Computer Architecture, Dataflow, Development Environment, Software Development Tools, Memory Management, Computational Logic, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    77 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Processing, Exploratory Analysis and Visualization

    Skills you'll gain: Dashboard Creation, Interactive Data Visualization

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Distributed Image Processing in Cloud Dataproc

    Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Cloud Computing, Distributed Computing, Package and Software Management

    Intermediate · Project · Less Than 2 Hours

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Practice

    Skills you'll gain: Cloud Development, Amazon Elastic Compute Cloud, Cloud Applications, Cloud Infrastructure, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Amazon Web Services, Model Optimization, Performance Tuning, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Application Performance Management, Computer Programming, Memory Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure: AI Hypercomputer の概要

    Skills you'll gain: Cloud Deployment, Model Deployment, Model Optimization, Cloud Infrastructure, Google Cloud Platform, Performance Tuning, Model Training, Infrastructure Architecture, Cloud Computing, AI Workflows, Hardware Architecture, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, AI literacy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Arm

    Optimizing Generative AI on Arm Processors

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Optimization, Large Language Modeling, Cloud Deployment, Machine Learning Software, Microarchitecture, Performance Tuning, Hardware Architecture, Computer Architecture, Computer Hardware

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS: Compute and Storage

    Skills you'll gain: Amazon Web Services, Serverless Computing, Amazon S3, Amazon Elastic Compute Cloud, API Gateway, Cloud Storage, Data Storage Technologies, Cloud Deployment, Data Security, AWS Identity and Access Management (IAM), Application Deployment, File Systems, Encryption

    Intermediate · Course · 1 - 4 Weeks

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

  • Reliability, Cloud Computing and Machine Learning: Johns Hopkins University
  • Infraestructura de IA: introducción a AI Hypercomputer: Google Cloud
  • Principles of Computing (Part 2): Rice University
  • Advanced .NET with TPL & PLINQ: Conducting Performance Boost: Coursera
  • Infraestructura de IA: GPU de Cloud: Google Cloud
  • Developing FPGA-accelerated cloud applications with SDAccel: Theory: Politecnico di Milano
  • Data Processing, Exploratory Analysis and Visualization: Microsoft
  • Distributed Image Processing in Cloud Dataproc: Google Cloud
  • Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
  • AI Infrastructure: AI Hypercomputer の概要: Google Cloud

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