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Advanced HPE Compute Solutions, Rev. 25.31 (0001212084)

HT2P3S

Table of Contents

Table of Contents

    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.

    Prerequisites

    There are no prerequisites for this course, but we recommend you successfully complete HPE Compute Solutions, Rev 25.21 (0001212062) (H61K8S) before enrolling.

    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
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    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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