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Schulung - IBM W7L186G - watsonx.ai: Large Language Model Operations

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SeminarInhouse Individuell
DURCHFÜHRUNG MIT TERMIN
Dauer
7h00
Preis ab
850,00 € netto
1.011,50 € inkl. 19% MwSt.
Nr.
30730
TERMIN UND ORT NACH ABSPRACHE
Dauer
7h00
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Nr.
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Overview

This hands-on course introduces learners to the principles and practices of Large Language Model Operations (LLMOps), focusing on the development, deployment, and governance of AI models using IBM's watsonx.ai platform. Participants will explore the IBM LLM workflow, utilize Prompt Lab for model prompting, and develop Retrieval-Augmented Generation (RAG) models with AutoAI. The course emphasizes practical experience through UI-based labs, enabling learners to build, deploy, and monitor AI models effectively.

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Zielgruppe

Wer sollte teilnehmen:

Zielgruppe

Audience

AI specialists, data scientists, developers, or anyone interested  interested in learning LLMOps using watsonx.ai

Voraussetzungen

Prerequisites

null
Trainingsprogramm

Trainingsprogramm

Course Outline

  • Introduction
  • Module 1: Large Language Model Operations
  • Module 2: LLMOps on watsonx
  • Module 3: Prompting a foundational model with Prompt Lab
  • Module 4: Automating Retrieval Augmented Generation
  • Module 5: Deploying the generative AI assets
  • Module 6: Governing the generative AI assets

Objective

  • Understand the fundamentals of Large Language Model Operations (LLMOps) and their role in AI model lifecycle management
  • Navigate and apply the IBM LLM workflow within the watsonx.ai platform
  • Develop RAG models using AutoAI, integrating in-memory or external vector databases
  • Leverage Prompt Lab to create and refine prompts for foundational models, focusing on tasks like summarization
  • Deploy AI models and implement governance strategies using IBM's AI Governance tools to ensure compliance and transparency
Schulungsmethode

Schulungsmethode

presentation, discussion, hands-on exercises

Schulung - IBM W7L186G - watsonx.ai: Large Language Model Operations