Explainable AI for Practitioners: Designing and Implementing Explainable ML Solutions

Munn, Michael, Pitman, David

  • 出版商: O'Reilly
  • 出版日期: 2022-12-06
  • 定價: $2,640
  • 售價: 9.0$2,376
  • 語言: 英文
  • 頁數: 276
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098119134
  • ISBN-13: 9781098119133
  • 相關分類: 人工智慧
  • 立即出貨 (庫存 < 4)


Most intermediate-level machine learning books usually focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance and the need to be able to explain why and how your ML model makes the predictions that it does.

This practical guide brings together the best-in-class techniques for model interpretability and explains model predictions in a hands-on approach. Experienced ML practitioners will be able to more easily apply these tools in their daily workflow.