It’s All Analytics! The Foundations of AI, Big Data, and Data Science Landscape for Professionals in Healthcare, Business, and Government (pdf)

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Author Scott Burk; Gary D. Miner
Edition 1
Edition Year 2020
Format PDF
Language English
Number Of Pages 308
Publisher CRC Press
ISBN 9780367359683

Description

This book, the first in a series of three, provides a look at the foundations of artificial intelligence and analytics and why readers need an unbiased understanding of the subject. The authors include the basics such as algorithms, mental concepts, models, and paradigms in addition to the benefits of machine learning. The book also includes a chapter on data and the various forms of data. The authors wrap up this book with a look at the next frontiers such as applications and designing your environment for success, which segue into the topics of the next two books in the series.

Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially in the last 25 years, there has been an explosion of terms and methods that automate and improve decision-making and operations. One term, “analytics,” is an overarching description of a compilation of methodologies. But AI (artificial intelligence), statistics, decision science, and optimization, which have been around for decades, have resurged. Also, things like business intelligence, online analytical processing (OLAP) and many, many more have been born or reborn. How is someone to make sense of all this methodology and terminology?

Additional information

Author

Scott Burk; Gary D. Miner

Edition

1

Edition Year

2020

Format

PDF

Language

English

Number Of Pages

308

Publisher

CRC Press

ISBN

9780367359683

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