As the use of AI grows, it is becoming important that all Artificial Intelligence driven products are able to demonstrate they do not introduce any bias to the decisions they make, as well as reduce any pre-existing bias or discrimination. The responsibility to ensure that the AI models are free of bias and make responsible decisions does not lie with data scientists alone. All roles in a product team need an easy-to-read guide. This book shows how to build a fair and explainable AI model through a unique approach addressing the contribution of all roles in a product team, with code examples that data scientists and data engineers can implement. Drawing heavily from the latest research and the authors' own experiences, most of the techniques covered in the book are new, with only a few which refer to existing packages. For the techniques covered, the book goes deep into the subject matter and includes code to help the product teams implement these techniques for their products.

Book Information
ISBN 9783030769772
Author Sray Agarwal
Format Hardback
Imprint Springer Nature Switzerland AG
Publisher Springer Nature Switzerland AG
Weight(grams) 155g