Generative AI Application Evaluation and Governance
- Offered byDatabricks
Generative AI Application Evaluation and Governance at Databricks Overview
Duration | 4 hours |
Start from | 20th Jan'25 |
Total fee | ₹63,605 |
Mode of learning | Online |
Official Website | Go to Website |
Credential | Certificate |
Generative AI Application Evaluation and Governance at Databricks Highlights
- Earn a certificate after completion of course from Databricks
Generative AI Application Evaluation and Governance at Databricks Course details
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