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Titlebook: Introduction to Prescriptive AI; A Primer for Decisio Akshay Kulkarni,Adarsha Shivananda,Avinash Manure Book 2023 Akshay Kulkarni, Adarsha

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书目名称Introduction to Prescriptive AI
副标题A Primer for Decisio
编辑Akshay Kulkarni,Adarsha Shivananda,Avinash Manure
视频video
概述Explains concepts and applications of prescriptive AI with algorithms that are currently used in the industry.Covers interpreting results from different methodologies.Explains how to integrate decisio
图书封面Titlebook: Introduction to Prescriptive AI; A Primer for Decisio Akshay Kulkarni,Adarsha Shivananda,Avinash Manure Book 2023 Akshay Kulkarni, Adarsha
描述Gain a working knowledge of prescriptive AI, its history, and its current and future trends. This book will help you evaluate different AI-driven predictive analytics techniques and help you incorporate decision intelligence into your business workflow through real-world examples..The book kicks off with an introduction to decision intelligence and provides insight into prescriptive AI and how it can be woven into various business strategies and frameworks. You‘ll then be introduced to different decision intelligence methodologies and how to implement them, along with advantages and limitations of each. Digging deeper, the authors then walk you through how to perform simulations and interpret the results. A full chapter is devoted to embedding decision intelligence processes and outcomes into your business workflow using various applications. The book concludes by exploring different cognitive biases humans are prone to, and how those biasescan be eliminated by combining machine and human intelligence..Upon completing this book, you will understand prescriptive AI, tools, and techniques and will be ready to incorporate them into your business workflow..What You Will Learn.Implement
出版日期Book 2023
关键词Decision Making; Prescriptive Analytics; Machine Learning; Deep Learning; Decision Intelligence; Prescrip
版次1
doihttps://doi.org/10.1007/978-1-4842-9568-7
isbn_softcover978-1-4842-9567-0
isbn_ebook978-1-4842-9568-7
copyrightAkshay Kulkarni, Adarsha Shivananda, Avinash Manure 2023
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Interpreting Results from Different Methodologies,nt various human-machine decision-making methodologies using the Python programming language. Because covering all the methodologies is not possible in a single chapter, or even book, we will focus on the most commonly used ones: the mathematical, probabilistic, and AI-based techniques. Also, we wil
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nitions and review essays.Includes supplementary material: The second edition of this exhaustive work (ECIIE) comprehensively covers the broad spectrum of topics relating to the process of creativity and innovation, from a wide variety of perspectives (e.g., economics, management, psychology, anthro
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Akshay Kulkarni,Adarsha Shivananda,Avinash Manurenitions and review essays.Includes supplementary material: The second edition of this exhaustive work (ECIIE) comprehensively covers the broad spectrum of topics relating to the process of creativity and innovation, from a wide variety of perspectives (e.g., economics, management, psychology, anthro
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