Predictive and Simulation Analytics Deeper Insights for Better Business Decisions

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  • Engels
  • Hardcover
  • 9783031318863
  • 20 juli 2023
  • 370 pagina's
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This book connects predictive analytics and simulation analytics, with the end goal of providing Rich Information to stakeholders in complex systems to direct data-driven decisions.



This book connects predictive analytics and simulation analytics, with the end goal of providing Rich Information to stakeholders in complex systems to direct data-driven decisions. Readers will explore methods for extracting information from data, work with simple and complex systems, and meld multiple forms of analytics for a more nuanced understanding of data science. The methods can be readily applied to business problems such as demand measurement and forecasting, predictive modeling, pricing analytics including elasticity estimation, customer satisfaction assessment, market research, new product development, and more. The book includes Python examples in Jupyter notebooks, available at the book's affiliated Github.

This volume is intended for current and aspiring business data analysts, data scientists, and market research professionals, in both the private and public sectors.​



This book connects predictive analytics and simulation analytics, with the end goal of providing Rich Information to stakeholders in complex systems to direct data-driven decisions. Readers will explore methods for extracting information from data, work with simple and complex systems, and meld multiple forms of analytics for a more nuanced understanding of data science. The methods can be readily applied to business problems such as demand measurement and forecasting, predictive modeling, pricing analytics including elasticity estimation, customer satisfaction assessment, market research, new product development, and more. The book includes Python examples in Jupyter notebooks, available at the book's affiliated Github.

This volume is intended for current and aspiring business data analysts, data scientists, and market research professionals, in both the private and public sectors.

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Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
20 juli 2023
Aantal pagina's
370

Betrokkenen

Hoofdauteur
Walter R. Paczkowski

Overige kenmerken

Editie
23001
Product breedte
155 mm
Product lengte
235 mm
Studieboek
Nee
Verpakking breedte
155 mm
Verpakking hoogte
27 mm
Verpakking lengte
235 mm
Verpakkingsgewicht
758 g

EAN

EAN
9783031318863

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