Mastering LLM Evaluation: Build Reliable Scalable AI Systems

Master the art and science of LLM evaluation with hands-on labs, error analysis, and cost-optimized strategies.
Udemy
platform
English
language
Other
category
Jet Drag Academy
instructor
Mastering LLM Evaluation: Build Reliable Scalable AI Systems
53
students
3 hours
content
Aug 2025
last update
$109.99
regular price

What you will learn

Understand the full lifecycle of LLM evaluation—from prototyping to production monitoring

Identify and categorize common failure modes in large language model outputs

Design and implement structured error analysis and annotation workflows

Build automated evaluation pipelines using code-based and LLM-judge metrics

Evaluate architecture-specific systems like RAG, multi-turn agents, and multi-modal models

Set up continuous monitoring dashboards with trace data, alerts, and CI/CD gates

Optimize model usage and cost with intelligent routing, fallback logic, and caching

Deploy human-in-the-loop review systems for ongoing feedback and quality control

Course Gallery

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6749439
udemy ID
31/07/2025
course created date
07/08/2025
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