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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


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    École Polytechnique Fédérale de Lausanne

    Parallel programming (Scala 2 version)

    Skills you'll gain: Scala Programming, Data Structures, Programming Principles, Algorithms, Performance Tuning, Functional Design, Machine Learning Algorithms, Performance Testing, Unsupervised Learning, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Spark Performance & Throughput

    Skills you'll gain: Apache Spark, Performance Tuning, PySpark, Service Level, Resource Allocation, Process Optimization, Performance Analysis, Memory Management, Job Analysis, System Configuration

    Intermediate · Course · 1 - 4 Weeks

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    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

  • Status: Free Trial
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    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

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    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

    Skills you'll gain: Big Data, Apache Spark, Data Store, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Scalability, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    343 reviews

    Mixed · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure

    Skills you'll gain: Cloud Infrastructure, Cloud Services, Cloud Technologies, Cloud Computing, Cloud Storage, Cloud Platforms, Cloud Solutions, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Data Storage, Middleware, Virtualization and Virtual Machines, Containerization, Data Storage Technologies, Virtualization, Virtual Machines, Cloud Applications, Cloud API, Amazon S3, Platform As A Service (PaaS)

    4.3
    Rating, 4.3 out of 5 stars
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    846 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Optimize Agentic AI: Algorithms for Peak Performance

    Skills you'll gain: Proposal Writing, Performance Tuning, Agentic Workflows, Proposal Development, Agentic systems, Performance Testing, Computational Thinking, Tool Calling, Performance Analysis, Computational Logic

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure: Storage Options

    Skills you'll gain: Data Infrastructure, Model Training, Data Preprocessing, Model Deployment, Data Storage Technologies, Data Processing, Model Optimization, AI Workflows, Data Persistence, Data Pipelines, Data Access, File Systems

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Azure Compute and Application Architecture Solutions

    Skills you'll gain: Microsoft Azure, Real Time Data, Serverless Computing, Cloud Applications, Virtual Machines, Cloud-Native Computing, Cloud Computing Architecture, Cloud Development, Event-Driven Programming, Cloud Solutions, Kubernetes, Solution Architecture, Cloud Deployment, Cloud Services, Containerization, Virtualization and Virtual Machines, Cloud API, Application Programming Interface (API), Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Infrastruktur AI: Pengantar AI Hypercomputer

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    R

    Rice University

    Parallel Programming in Java

    Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Performance Testing, Functional Design, Graph Theory

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 3 Months

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    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

  • Parallel programming (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Optimize Spark Performance & Throughput: Coursera
  • Optimizing Spark and Cloud Data Storage for Analytics: Coursera
  • AI Infrastructure: Cloud GPUs: Google Cloud
  • Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud: University of Illinois Urbana-Champaign
  • Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure: University of Illinois Urbana-Champaign
  • Optimize Agentic AI: Algorithms for Peak Performance: Coursera
  • AI Infrastructure: Storage Options: Google Cloud
  • Azure Compute and Application Architecture Solutions: Whizlabs
  • Infrastruktur AI: Pengantar AI Hypercomputer: Google Cloud

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