Learning path

AI High-Performance Computing

Skill Level
Fundamentals
Duration 40 minutes
Updated May 15, 2024

About this learning path

High-performance computing (HPC) is a rapidly evolving field that enables researchers, scientists and engineers to solve complex problems and drive innovation across various domains. As the demand for computational power continues to grow, professionals with skills in HPC are becoming increasingly valuable in today's job market. This learning path is designed to provide you with a comprehensive understanding of HPC concepts, technologies and best practices, empowering you to harness the power of supercomputers and parallel processing to tackle the most challenging computational tasks.

Your instructors

Prerequisites

  1. Passion for Learning

What you'll learn

  1. Fundamentals of HPC
  2. Introduction to Accelerated Computing
  3. Using DMA, RDMA, GPUDirect and NVLINK to accelerate AI/ML
  4. Fundamentals of Heterogeneous, Emergent, and Quantum computing
Learning path
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AI High-Performance Computing
  1. 1. HPC Fundamentals
    1. Enroll in this learning path to view locked contentHigh Performance Computing (HPC) Introduction
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    2. Enroll in this learning path to view locked contentIntroduction to Accelerated Computing
      Article
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    3. Enroll in this learning path to view locked contentFundamentals of Heterogeneous, Emergent, and Quantum Computing
      Article
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    4. Enroll in this learning path to view locked contentUsing DMA, RDMA, GPUDirect and NVLINK to Accelerate AI/ML
      Article
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  2. 2. Conclusion
    1. Enroll in this learning path to view locked contentQuiz
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    2. Enroll in this learning path to view locked contentLearning Path Complete
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