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Generative AI Application Evaluation and Governance

This is your introduction to evaluating and governing generative AI systems. First, you’ll explore the meaning behind and motivation for building evaluation and governance/security systems. Next, we’ll connect evaluation and governance systems to the Databricks Data Intelligence Platform. Third, we’ll teach you about a variety of evaluation techniques for specific components and types of applications. Finally, the course will conclude with an analysis of evaluating entire AI systems with respect to performance and cost.


Skill Level
Associate
Duration
4h
Prerequisites
  • Familiarity with natural language processing concepts
  • Familiarity with prompt engineering/prompt engineering best practices 
  • Familiarity with the Databricks Data Intelligence Platform
  • Familiarity with RAG  (preparing data, building a RAG architecture, concepts like embedding, vectors, vector databases, etc.)
  • Experience with building LLM applications using multi-stage reasoning LLM chains and agents



Upcoming Public Classes

Date
Time
Language
Price
Jun 18
01 PM - 05 PM (America/Los_Angeles)
English
$750.00

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