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Generative AI Application Evaluation and Governance 

  • Offered byDatabricks

Generative AI Application Evaluation and Governance
 at 
Databricks 
Overview

It provides a deep dive into the methodologies and frameworks for assessing and managing generative AI applications

Duration

4 hours

Start from

20th Jan'25

Total fee

63,605

Mode of learning

Online

Official Website

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Credential

Certificate

Generative AI Application Evaluation and Governance
 at 
Databricks 
Highlights

  • Earn a certificate after completion of course from Databricks
Details Icon

Generative AI Application Evaluation and Governance
 at 
Databricks 
Course details

More about this course

The "Generative AI Application Evaluation and Governance" course covers the meaning behind and motivation for building evaluation and governance/security systems,learn about a variety of evaluation techniques for specific components and types of applications

Designed for professionals who need to ensure that AI systems are effective, ethical, and compliant with regulations, this course covers key aspects of evaluating performance, ensuring governance, and maintaining accountability in AI deployments

Class Schedule

09 AM- 01 PM

Generative AI Application Evaluation and Governance
 at 
Databricks 
Curriculum

Importance of Evaluating GenAI Applications

Why to Evaluate GenAI Applications

Exploring Licensing of Datasets

Prompts and Guardrails Basics

Implementing and Testing Guardrails for LLMs

 

Securing and Governing GenAI Applications

AI System Security

Implementing AI Guardrails

 

GenAI Evaluation Techniques

Evaluation Techniques

Benchmark Evaluation

LLM-as-a-Judge

Domain-Specific Evaluation

 

End-to-end Application Evaluation

AI System Architecture

Custom Metrics

Offline vs. Online Evaluation

Generative AI Application Evaluation and Governance
 at 
Databricks 
Admission Process

    Important Dates

    Jan 20, 2025
    Course Commencement Date

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    Generative AI Application Evaluation and Governance
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