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She flipped to Chapter 12: Responsible AI . A case study mirrored her exact problem: biased sampling in a regional dataset. The author had included a code block for Azure’s ResponsibleAI dashboard, a tool she didn’t even know existed. It showed how to decompose a model’s error by subgroup.

"Mastering Azure Machine Learning" is for anyone who wants to learn Azure ML and build intelligent solutions, including: mastering azure machine learning 2nd edition pdf

, authored by Christoph Körner and Marcel Alsdorf , is a comprehensive guide designed to help data scientists and developers execute large-scale, end-to-end machine learning workflows on the Microsoft Azure platform . Published in May 2022 by Packt Publishing , this edition spans over 600 pages, offering deep technical insights into building, training, and deploying enterprise-grade AI solutions. Key Concepts and Book Structure She flipped to Chapter 12: Responsible AI