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Home Other Tutorials

Udemy – Evaluating & Improving Generative & Agentic AI

September 3, 2025
in Other Tutorials, Ai Courses, Free Course, Tutorials
Evaluating & Improving Generative & Agentic AI
File Name:Evaluating & Improving Generative & Agentic AI
Content Source:https://www.udemy.com/course/evaluating-improving-generative-agentic-ai
Genre / Category:Other Tutorials
File Size :1.1 GB
Publisher:Saahil Gupta
Updated and Published:September 3, 2025
Product Details

The AI Literacy Specialization Program is one-of-a-kind hierarchical & cognitive skills based curriculum that teaches artificial intelligence (AI) based on a scientific framework broken down into four levels of cognitive skills.

Part 3: Analyze and Evaluate combines the below two cognitive skills –

  • Analyzing (examining model’s outputs to identify biases that may have been learned from the training data)
  • Evaluating (assessing the performance, ethics, and overall effectiveness of an AI system)

Whether you’re a policymaker, red teamer, LLM safety auditor, risk manager, AI developer, or a certification aspirant (AIGP, RAI, AAIA), this program gives you what theory alone cannot: applied, practice-ready evaluation and mitigation skills.

The course is structured into four progressive modules: what to evaluate, how to evaluate, how to mitigate, and real-world case studies:

Introduction:

  • Why Evaluate AI?
  • Who Should Evaluate & When?

What to Evaluate:

  • 1.1) Standard Safety Evaluation
  • 1.2) Frontier Capabilities & Misuse
  • 1.3) Misalignment
  • 1.4) Structural & Multi-Agent Risks

How to Evaluate:

  • 2.1) Overview
  • 2.2) Benchmarks & Datasets
  • Benchmark Repository v0.1
  • 2.3) Evaluation Metrics
  • 2.4) Evaluation Techniques
  • 2.5) Red Teaming 101
  • Evaluation Toolkit Repository v0.1

How to Mitigate:

  • 3.1) How to Mitigate
  • Mitigation Techniques Repository v0.1
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DOWNLOAD LINK: Evaluating & Improving Generative & Agentic AI

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