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Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning

Name: Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Brand: Springer, Berlin
SKU: 9783030833589
Price: 139.89 EUR
Availability: InStock

Autor: Uday Kamath, John Liu

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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139.89 €

This book is written both for readers entering the field, and for practitioners with a background in...

Informácie o knihe

Autor

Uday Kamath, John Liu

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2022

Stránok

310

EAN

9783030833589

Enbook ID

42208627

Vydavateľ

Springer, Berlin

Hmotnosť

471

Rozmery

155 x 235 x 19

Kompletný popis

This book is written both for readers entering the field, and for practitioners with a background in AI and an interest in developing real-world applications. The book is a great resource for practitioners and researchers in both industry and academia, and the discussed case studies and associated material can serve as inspiration for a variety of projects and hands-on assignments in a classroom setting. I will certainly keep this book as a personal resource for the courses I teach, and strongly recommend it to my students. --Dr. Carlotta Domeniconi, Associate Professor, Computer Science Department, GMU This book offers a curriculum for introducing interpretability to machine learning at every stage. The authors provide compelling examples that a core teaching practice like leading interpretive discussions can be taught and learned by teachers and sustained effort. And what better way to strengthen the quality of AI and Machine learning outcomes. I hope that this book will become a primer for teachers, data Science educators, and ML developers, and together we practice the art of interpretive machine learning.--Anusha Dandapani, Chief Data and Analytics Officer, UNICC and Adjunct Faculty, NYU This is a wonderful book! I'm pleased that the next generation of scientists will finally be able to learn this important topic. This is the first book I've seen that has up-to-date and well-rounded coverage. Thank you to the authors! --Dr. Cynthia Rudin, Professor of Computer Science, Electrical and Computer Engineering, Statistical Science, and Biostatistics & Bioinformatics

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