Track My Order
Help Centre
1300 187 187
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Explainable AI for Practitioners : Designing and Implementing Explainable ML Solutions - Michael Munn

Explainable AI for Practitioners

Designing and Implementing Explainable ML Solutions

By: Michael Munn, David Pitman

Paperback | 11 November 2022

At a Glance

Paperback

RRP $152.00

$66.25

56%OFF

or 4 interest-free payments of $16.56 with

 or 
In Stock and Aims to ship in 1-2 business days

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.

This essential book provides:

  • A detailed look at some of the most useful and commonly used explainability techniques, highlighting pros and cons to help you choose the best tool for your needs
  • Tips and best practices for implementing these techniques
  • A guide to interacting with explainability and how to avoid common pitfalls
  • The knowledge you need to incorporate explainability in your ML workflow to help build more robust ML systems
  • Advice about explainable AI techniques, including how to apply techniques to models that consume tabular, image, or text data
  • Example implementation code in Python using well-known explainability libraries for models built in Keras and TensorFlow 2.0, PyTorch, and HuggingFace

You Can Find This Book In

Non-FictionComputing & I.T.Computer ScienceArtificial IntelligenceComputer VisionNatural Language & Machine Translation

More in Natural Language & Machine Translation

Think Python : How To Think Like a Computer Scientist - Allen B. Downey

Think Python

How To Think Like a Computer Scientist

Paperback

RRP $93.25

$42.75

54%
OFF
Natural Language Processing with Transformers, Revised Edition - Lewis Tunstall

Natural Language Processing with Transformers, Revised Edition

Paperback

RRP $125.50

$55.25

56%
OFF
ChatGPT For Dummies : For Dummies (Computer/Tech) - Pam Baker

ChatGPT For Dummies

For Dummies (Computer/Tech)

Paperback

RRP $32.95

$30.25

Tiny ML - Pete Warden

Tiny ML

Paperback

RRP $95.00

$43.25

54%
OFF

This product is categorised by