Evals for AI Engineers

Name: Evals for AI Engineers
Price: 0.99 USD
Availability: InStock
Author: Shreya Shankar, Hamel Husain

by Shreya Shankar, Hamel Husain

$0.99 EPUB & PDF

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Year: 2026
Language: eng
Format: EPUB & PDF

Description

The gap between a demo and production-grade AI is evaluation. Evals for AI Engineers by Shreya Shankar and Hamel Husain provides the rigorous framework you need to measure model performance beyond simple benchmarks. You will learn to build custom evaluation datasets, design robust scoring metrics, and identify where your system fails before it reaches users. Stop guessing and start measuring with the practical tools and methodologies used by top AI teams to validate LLM outputs.\n\nThis guide is essential reading for machine learning engineers, AI researchers, and anyone building LLM-powered applications who wants to move past toy demos and deploy reliable systems. You will learn how to design automated evaluation pipelines, create golden test sets, and debug model failures with precision. Whether you are building a RAG system, a chatbot, or a code generation tool, this book gives you the evaluation framework to ship with confidence.