Advanced HPE Compute Solutions, Rev. 25.31 (0001212084)

HT2P3S

Course ID

HT2P3S

Duration

5 days

Format

ILT/VILT

Overview

This course teaches you a comprehensive understanding of HPE Compute solutions for AI, including HPE Private Cloud AI with NVIDIA, at a deep level. You learn how to use, demonstrate, and manage AI frameworks within this solution. Attending this course also enables you to design HPE Compute solutions for third-party virtualization and container platforms with a mix of lectures and hands-on labs. The course concludes with a discussion of HPE high-performance computing (HPC) solutions.

Course ID

HT2P3S

Duration

5 days

Format

ILT/VILT

  • Audience

    This course is ideal for presales engineers, solutions integrators, systems engineers, technical consultants, and anyone who interprets customer requirements to design, install, configure, and manage HPE Compute solutions.

  • Objectives

    After completing this course, you should be able to:

    • Explain the benefits of HPE ProLiant Gen12 and HPE AI-optimized solutions
    • Lead an AI workshop to help customers select and develop a proof of concept (PoC) for an AI use case that best meets their business goals
    • Demonstrate HPE AI Essentials
    • Use HPE AI Essentials to fulfill common requests from customers
    • Detail the software components of HPE Private Cloud AI with NVIDIA, explaining the usage and benefits of each
    • Demonstrate how to serve models using HPE Private Cloud AI with NVIDIA
    • Describe the benefits of NVIDIA software, such as NIMs and NeMo
    • Explain how to use HPE Private Cloud AI with NVIDIA software
    • Use NVIDIA blueprints
    • Given a scenario, troubleshoot HPE Private Cloud AI
    • Given a scenario, investigate performance issues on HPE Private Cloud AI
    • Design HPE solutions for VMware®
    • Explain the benefits of HPE integrations for VMware and container platforms
    • Troubleshoot HPE solutions running VMware
    • Identify and describe solutions in the HPE HPC compute portfolio, including their benefits
    • Describe HPE management tools for HPE HPC solutions
    • Design and explain the benefits of HPE HPC networking solutions
    • Design and explain the benefits of HPE HPC storage solutions
  • Certifications and related exams

    This course prepares you for the following certification exam:

    • HPE Advanced Compute Solutions
  • Course outline

Module 1: HPE ProLiant Gen12 for AI


  • Introduction to HPE ProLiant Gen12
  • Liquid cooling options with HPE ProLiant Compute Gen12
  • HPE solutions for AI

Module 2: Conducting AI Workshops


  • Conduct an AI workshop
  • Example scenario

Module 3: Using the HPE AI Essentials Platform


  • Kubernetes fundamentals
  • HPE AI Essentials resource management
  • Monitoring the platform
  • Understanding and managing communications
  • Replacing the Istio ingress gateway certificate
  • Additional Keycloak management tasks
  • Understanding governance policies on the platform

Module 4: Using HPE AI Essentials Data Analytics and Data Science


  • Connecting to data
  • Using Spark
  • Using Kubeflow
  • Using Ray
  • Hyperparameter optimization (HPO) in HPE AI Essentials
  • Airflow

Module 5: Using NVIDIA AI Enterprise and Serving Models


  • Serving NIMs with HPE Machine Learning Inference Software
  • Serving other models with HPE Machine Learning Inference Software
  • Other options for serving models on HPE Private Cloud AI
  • NVIDIA NeMo deep dive

Module 6: Using an NVIDIA Blueprint to Demo an AI Chatbot


  • NVIDIA blueprints
  • Deep dive on the Build an AI Virtual Assistant blueprint

Module 7: Troubleshooting HPE Private Cloud AI


  • Using alerts and tools provided with the solution
  • Solving issues

Module 8: Designing HPE Solutions for Third-party Virtualization and Container Platforms


  • Background on VMware vSphere®
  • Designing HPE compute for VMware vSphere
  • VMware vSAN™ on HPE solutions
  • VMware Cloud Foundation (VCF) and HPE
  • Troubleshooting HPE running VMware
  • HPE integrations with third-party container platforms

Module 9: Designing High Performance Computing (HPC)


  • Introduction to HPC
  • HPE HPC compute portfolio
  • HPE Cray XD positioning
  • HPE Services for HPC
  • HPE Cray Supercomputing management
  • HPE Cray Supercomputing firmware and software

Module 10: Designing HPE HPC Networking and Storage


  • HPC networking requirements
  • HPE HPC networking solutions
  • HPC storage requirements
  • HPE HPC storage

5 reasons to choose HPE as your training partner

  1. Learn HPE and in-demand IT industry technologies from expert instructors.
  2. Build career-advancing power skills.
  3. Enjoy personalized learning journeys aligned to your company’s needs.
  4. Choose how you learn: in-person, virtually, or online—anytime, anywhere.
  5. Sharpen your skills with access to real environments in virtual labs.

Explore our simplified purchase options, including HPE Education Learning Credits.

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