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Overview

The goal of this course is to provide the student with a tangible understanding and a real hands-on experience with generative AI applications deployed and optimized for IBM Power systems. This self-paced virtual course uses video lectures, review questions, and virtual lab machine exercises to provide the student with foundational knowledge and experience about the topics covered in the course. In the lecture, the student begins by learning the basics of generative AI, and the basic components of a generative AI application, then applies these concepts to real-world examples on Power where the student learns Power offerings for AI workloads, package management fundamentals in Python, Operating System deployment strategies on Power, and Power hardware use cases.

The lab exercises will start with viewing and manipulating files in a basic AI application running on IBM Power Red Hat Enterprise Linux. They will have hands-on experience identifying the components of that AI application and their connection to other components, and will add functionalities to the application that demonstrate more advanced AI application techniques like frameworks, prompt tuning, and conversation memory. Then, the students will go through the process of setting up a Python virtual environment, investigating Power hardware resources, and using the Hardware Management Console (HMC) to ensure memory and other resources are optimized for AI workloads.
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What You'll Learn

  • Understand foundational genAI concepts and terms
  • Familiarize with the larger genAI ecosystem for AI applications
  • Distinguish between basic genAI math and hardware terms
  • Understand IBM Power’s current offerings for AI workloads
  • Set up package channels and repositories for AI libraries on Power
  • Identify AI application components in an example implementation of AI inferencing on Power
  • Describe Power-specific optimizations and recommendations for GenAI
  • Refer to peripheral applications and services that help to develop AI apps on Power

Who Should Attend

This course is open to all interested learners, regardless of their experience. Typical students may include customers, IBM technical personnel, Business Partner technical personnel, computer engineering students, IT consultants and architects.
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Prerequisites

No Prior knowledge or Preparation is needed

Learning Journey

Coming Soon...

  • Unit 0: Introduction
  • Video 0-1: Introduction
  • Unit 1: Generative AI applications
  • Video 1-1: Generative AI concepts
  • Video 1-2: Inferencing
  • Video 1-3: Code
  • Unit 1 review questions
  • Exercise 1: Generative AI applications
  • EX01 Section 1: Working through a Jupyter Notebook of an AI application
  • EX01 Section 2: Adding and managing advanced generative AI app features
  • EX01 Section 3: Adding conversation memory to a generative AI application
  • EX01 Section 4: Implementing an AI framework
  • Unit 2: Math, hardware, and Power offerings for generative AI
  • Video 2-1: Math and hardware terms
  • Video 2-2: Power offerings for AI
  • Unit 2 review questions
  • Unit 3: Implementing generative AI on Power
  • Video 3-1: Package management
  • Video 3-2: Retrieval-augmented generation
  • Video 3-3: Implementing genAI on Power
  • Unit 3 review questions
  • Unit 4: Deploying AI on Power
  • Video 4-1: Performance considerations
  • Video 4-2: AI deployment options
  • Unit 4 review questions
  • Exercise 2: Deploying AI on Power Red Hat Enterprise Linux (RHEL)
  • EX02 Section 1: Viewing a virtual environment and installed packages
  • EX02 Section 2: Viewing hardware resources
  • EX02 Section 3: Creating a virtual environment and investigating HMC hardware resources

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Frequently Asked Questions (FAQs)

  • Why get IBM certified?

    IBM certifications validate your skills and expertise in a wide range of technologies, including hybrid cloud, data & AI, security, IT infrastructure, and business applications.

    These certifications are globally recognized and can help you advance your career, increase your earning potential, and demonstrate your commitment to professional development.

    IBM-certified professionals are in high demand, making them valuable assets to any organization seeking to leverage IBM's innovative solutions.

  • What to expect for the examination?

    IBM offers a variety of certification exams at different levels (Basic, Intermediate, and Advanced) covering various technologies and job roles.

    Exams typically consist of multiple-choice questions and may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is IBM certification valid for?

    The validity period of IBM certifications varies. Some certifications, particularly those focused on specific product versions or technologies, may have expiration dates.

    However, many IBM certifications, especially those focused on broader skills or newer technologies, do not have an expiration date.

    Note: Certification requirements and policies may be updated by IBM from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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