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Titlebook: Harnessing the Power of Analytics; Leila Halawi,Amal Clarke,Kelly George Book 2022 The Editor(s) (if applicable) and The Author(s), under

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发表于 2025-3-21 19:25:37 | 显示全部楼层 |阅读模式
书目名称Harnessing the Power of Analytics
编辑Leila Halawi,Amal Clarke,Kelly George
视频video
概述Highlights the difference between analytics and data science.Uses SAS VIYA to demonstrate how to build predictive models and help the businesses.Presents several case studies of how analytics have bee
图书封面Titlebook: Harnessing the Power of Analytics;  Leila Halawi,Amal Clarke,Kelly George Book 2022 The Editor(s) (if applicable) and The Author(s), under
描述This text highlights the difference between analytics and data science, using predictive analytic techniques to analyze different historical data, including aviation data and concrete data, interpreting the predictive models, and highlighting the steps to deploy the models and the steps ahead. The book combines the conceptual perspective and a hands-on approach to predictive analytics using SAS VIYA, an analytic and data management platform. The authors use SAS VIYA to focus on analytics to solve problems, highlight how analytics is applied in the airline and business environment, and compare several different modeling techniques.  They decipher complex algorithms to demonstrate how they can be applied and explained within improving decisions..
出版日期Book 2022
关键词Predicative analytics and statistics; SAS Viya; data structure; decision tree; regression for classifica
版次1
doihttps://doi.org/10.1007/978-3-030-89712-3
isbn_softcover978-3-030-89714-7
isbn_ebook978-3-030-89712-3
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Book 2022luding aviation data and concrete data, interpreting the predictive models, and highlighting the steps to deploy the models and the steps ahead. The book combines the conceptual perspective and a hands-on approach to predictive analytics using SAS VIYA, an analytic and data management platform. The
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Introduction to Analytics and Data Science,ons within the workplace. Data operationalization and manipulation enhance business functioning to best define competitive advantage well into the future. This voracious desire for data is a cultural change and paradigm shift witnessed on a global stage (Kiron and Shockley 2011).
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Book 2022authors use SAS VIYA to focus on analytics to solve problems, highlight how analytics is applied in the airline and business environment, and compare several different modeling techniques.  They decipher complex algorithms to demonstrate how they can be applied and explained within improving decisions..
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Neural Networks,n enough neurons and processing time; we can model any relationship between the input and output variable to any degree of precision, making them ideal for predictive modeling. But this does not mean that they are universally best all the time.
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sses.Presents several case studies of how analytics have beeThis text highlights the difference between analytics and data science, using predictive analytic techniques to analyze different historical data, including aviation data and concrete data, interpreting the predictive models, and highlighti
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