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O'Reilly Explainable AI for Practitioners: Designing and Implementing Explainable ML Solutions

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Description

Most intermediate-level machine learning books focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance of understanding why and how your ML model makes the predictions that it does. Explainability methods provide an essential toolkit for better understanding model behavior, and this practical guide brings together best-in-class techniques for model explainability. Experienced machine learning engineers and data scientists will learn hands-on how these techniques work so that you'll be able to apply these tools more easily in your daily workflow.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
11 November 2022
Listed Since
26 May 2022

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