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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


  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Big Data Integration and Processing

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Database Management Systems, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), Query Languages, PostgreSQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    FPGA computing systems: A Bird’s Eye View

    Skills you'll gain: Application Specific Integrated Circuits, Computer Systems, System Configuration, System Design and Implementation, Computer Architecture, Hardware Architecture, Computer Hardware, Embedded Systems, Computational Logic, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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, Cloud Platforms, Model Optimization, Performance Tuning, Microarchitecture, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:AI Hypercomputer 簡介

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    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

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    C Programming: Getting Started - 1

    Skills you'll gain: C (Programming Language), Software Documentation, Programming Principles, Computer Programming, Embedded Software, Computer Programming Tools, Computational Logic, Linux

    4.6
    Rating, 4.6 out of 5 stars
    ·
    266 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Real-Time Big Data Access using HBase: Boosting Performance

    Skills you'll gain: NoSQL, Real Time Data, Query Languages, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    International Institute of Information Technology, Hyderabad

    Fundamentals of Computer Organization

    Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Systems Architecture, Computer Systems, Computer Hardware, Performance Tuning, Memory Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: GPU Cloud

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

    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)

    Intermediate · Guided Project · Less Than 2 Hours

  • 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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Choose Optimal Data Structures for ML

    Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation

    Advanced · Course · 1 - 4 Weeks

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

  • Big Data Integration and Processing: University of California San Diego
  • FPGA computing systems: A Bird’s Eye View: Politecnico di Milano
  • Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
  • AI 基礎架構:AI Hypercomputer 簡介: Google Cloud
  • Optimize and Benchmark AI Algorithms for Speed: Coursera
  • C Programming: Getting Started - 1: Dartmouth College
  • Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest
  • Fundamentals of Computer Organization: International Institute of Information Technology, Hyderabad
  • Infrastruktur AI: GPU Cloud: Google Cloud
  • Advanced .NET with TPL & PLINQ: Conducting Performance Boost: Coursera

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