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Overview

Learn about the features and benefits of NetApp® AI Control Plane by using NetApp DataOps Toolkit and NetAppAstra™ Trident. Discover the advantages of NetApp software solutions to manage AI workloads. Examine machinelearning (ML) models by using Jupyter Notebook, Kubeflow pipelines, and KServe. Explore modern transformer modelsperforming generative AI (GenAI) and how to reduce hallucinations by fine-tuning models and implementing a retrievalaugmented generation (RAG) framework.Written with Kubernetes v1.29, Astra Trident 24.06, NetApp DataOps Toolkit 2.5.0, and KubeFlow 1.8.1, this courseprepares you to leverage NetApp solutions with artificial intelligence workloads.
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What You'll Learn

  • Describe the advantages of using NetApp AI software solutions to manage inferencing workloads
  • Install data operations (DataOps) tools
  • Use NetApp DataOps Toolkit to manage storage in inferencing pipelines
  • Build generative AI (GenAI) solutions using NetApp solutions
  • Discuss how to scale out and scale up inferencing workloads using NetApp solutions

Who Should Attend

  • Systems administrator
  • Architect
  • Integration engineer
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Prerequisites

Experience with ONTAP, Kubernetes, and Astra Trident

Learning Journey

Coming Soon...

Module 1: Introduction

  • Introduction to AI
  • Inference modeling
  • DataOps
  • NetApp and DataOps

Module 2: Installation

  • Kubeflow
  • NetApp DataOps Toolkit

Module 3:DataOps

  • Model lifecycle
  • DataOps methodology
  • DataOps tasks
  • Case study

Module 4: DataOps in generative AI

  • Transformer models
  • Selecting a transformer model
  • Inferencing and modifying output

Module 5: DataOps at scale

  • Scaling ML projects
  • Hardware solutions
  • Cloud solutions and services

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Frequently Asked Questions (FAQs)

  • Why get NetApp certified?

    NetApp certifications validate your expertise in data storage, management, and cloud solutions, making you a sought-after professional in the IT industry.

    These credentials demonstrate your ability to design, implement, and manage NetApp technologies, ensuring efficient and secure data infrastructure.

    NetApp-certified professionals are highly valued for their skills in maximizing data availability, performance, and security, making them valuable assets to any organization.

  • What to expect for the examination?

    NetApp offers a variety of certification exams across different levels (Associate, Professional, Specialist, Expert) and technology areas.

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

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

  • How long is NetApp certification valid for?

    NetApp certifications are valid for two years from the date of passing the exam. To maintain your certification, you will need to recertify before it expires.

    Recertification options include passing the current version of the same exam, passing a higher-level exam within the same track, or earning a specialist certification that is linked to your current certification.

    Note: Certification requirements and policies may be updated by NetApp 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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Course Curriculum

Course Curriculum

Training Schedule

Training Schedule

Exam & Certification

Exam & Certification

FAQs

Frequently Asked Questions

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