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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


  • U

    University of Colorado Boulder

    Resilience & Leadership: Design, Development, & Integration

    Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Business Continuity, Organizational Change, Engineering Management, Sustainable Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Complex Problem Solving, Cross-Functional Collaboration

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Continuous Delivery with Google Cloud Deploy

    Skills you'll gain: Continuous Delivery, Release Management, CI/CD, Kubernetes, Application Deployment, Cloud Deployment, Google Cloud Platform, Application Lifecycle Management, Application Development, IT Automation, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Advanced Reproducibility in Cancer Informatics

    Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Automating the Deployment of Networks with Terraform

    Skills you'll gain: Firewall, Terraform, Virtual Networking, Virtual Machines, Infrastructure as Code (IaC), Network Infrastructure, Google Cloud Platform, IT Automation, Network Security, Verification And Validation, Cloud Deployment, Network Model

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Advanced Network Services, Security, and Programmability

    Skills you'll gain: Network Security, Wireless Networks, Network Performance Management, Network Monitoring, Dynamic Host Configuration Protocol (DHCP), Ansible, Network Administration, Firewall, Software-Defined Networking, Network Planning And Design, Network Infrastructure, Network Protocols, Infrastructure as Code (IaC), Terraform, Configuration Management, Encryption

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 3 - 6 Months

  • B

    Board Infinity

    Advanced GraphQL for Developers: Optimize & Scale Modern API

    Skills you'll gain: Frontend Integration, Frontend Performance, Node.JS, Application Performance Management

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Linux Server Administration Made Easy with Hands-On Training

    Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Linux Commands, Web Servers, Server Administration, System Monitoring, Virtualization, Network Administration, Virtual Machines, System Configuration, File Management, Software Installation, Package and Software Management

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Marketing Management, Case Studies, Data Preprocessing, Artificial Intelligence, Emerging Technologies, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AWS Core Services and Cloud Foundations

    Skills you'll gain: Cloud Hosting, Cloud Infrastructure, Cloud Services, Cloud Storage, Frontend Performance, Database Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Model Evaluation

    Beginner · Course · 3 - 6 Months

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

  • Resilience & Leadership: Design, Development, & Integration: University of Colorado Boulder
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Continuous Delivery with Google Cloud Deploy: Google Cloud
  • Advanced Reproducibility in Cancer Informatics: Johns Hopkins University
  • Automating the Deployment of Networks with Terraform: Google Cloud
  • Advanced Network Services, Security, and Programmability: Packt
  • Advanced GraphQL for Developers: Optimize & Scale Modern API: Board Infinity
  • Linux Server Administration Made Easy with Hands-On Training: Packt
  • AWS: Model Training , Optimization & Deployment: Whizlabs
  • Generative AI's Applications in Marketing Analytics: Edureka

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