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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.


More to explore:

Popular High Performance Computing Courses and Certifications


  • G

    Google Cloud

    Machine Learning with Spark on Google Cloud Dataproc

    Skills you'll gain: Model Evaluation, Apache Spark, Google Cloud Platform, Logistic Regression, Predictive Modeling, Big Data, Data Preprocessing, Applied Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Agile Process, Project, and Program Controls

    Skills you'll gain: Emotional Intelligence, Agile Project Management, Program Management, Sprint Retrospectives, Project Portfolio Management, Negotiation, Agile Methodology, Project Controls, Project Risk Management, Team Leadership, Project Management, Quality Management, Leadership, Scaled Agile Framework, User Acceptance Testing (UAT), Continuous Improvement Process, Return On Investment

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Using Prometheus for Monitoring on Google Cloud: Qwik Start

    Skills you'll gain: Prometheus (Software), Google Cloud Platform, Kubernetes, Application Performance Management, Application Deployment, Cloud Applications

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Cloud DNS: Traffic Steering using Geolocation Policy

    Skills you'll gain: Cloud Management, Cloud Computing, Network Routing, Geographic Information Systems, Virtual Machines, Google Cloud Platform, Virtual Networking, Network Architecture

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    The Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Artificial Neural Networks, OpenAI, Artificial Intelligence, ChatGPT, Large Language Modeling, Deep Learning, Machine Learning, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Mastering Data Visualization with Matplotlib

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Scatter Plots, Image Quality, NumPy, Histogram, Image Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Data Preprocessing, Data Manipulation, Statistical Modeling, R Programming, Supervised Learning, Machine Learning, Classification Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Monitoring, CI/CD & Deployment on AWS Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Containerization, CI/CD, AWS CloudFormation, Cloud Deployment, Amazon CloudWatch, Serverless Computing, Docker (Software), Amazon Web Services, Continuous Deployment, Kubernetes, API Gateway, Continuous Integration, DevOps, Amazon DynamoDB, System Monitoring, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Specialized Data Visualization Approaches

    Skills you'll gain: Scientific Visualization, Data Visualization Software, Data Visualization, Visualization (Computer Graphics), Interactive Data Visualization, Computer Displays, Data Presentation, Time Series Analysis and Forecasting, Display Devices, Scalability, Data Validation, Computer Graphics, 3D Modeling, Medical Imaging, X-Ray Computed Tomography, Magnetic Resonance Imaging

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Chat bot - Apps Script

    Skills you'll gain: Google Workspace, Email Automation, Google Cloud Platform, Gmail, Cloud Applications

    Intermediate · Project · Less Than 2 Hours

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

  • Machine Learning with Spark on Google Cloud Dataproc: Google Cloud
  • Agile Process, Project, and Program Controls: University of Maryland, College Park
  • Using Prometheus for Monitoring on Google Cloud: Qwik Start: Google Cloud
  • Cloud DNS: Traffic Steering using Geolocation Policy: Google Cloud
  • Deep Learning with TensorFlow: Packt
  • The Rise of Generative AI: Board Infinity
  • Mastering Data Visualization with Matplotlib: EDUCBA
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Decision Tree Classifier for Beginners in R: Coursera
  • Monitoring, CI/CD & Deployment on AWS Cloud: LearnKartS

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