Machine Learning for Business Analytics : Concepts, Techniques, and Applications with Analytic Solver Data Mining

Lingua: inglese

Editore: Wiley Apr 2023, 2023

1119829836 / 9781119829836

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

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Descrizione dell’articolo da parte del venditore

Neuware - MACHINE LEARNING FOR BUSINESS ANALYTICSMachine learning--also known as data mining or predictive analytics--is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information.Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver(r) Data Mining provides a comprehensive introduction and an overview of this methodology. The fourth edition of this best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, time series forecasting and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques.This fourth edition of Machine Learning for Business Analytics also includes:\* An expanded chapter on deep learning\* A new chapter on experimental feedback techniques, including A/B testing, uplift modeling, and reinforcement learning\* A new chapter on responsible data science\* Updates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their students\* A full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniques\* End-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presented\* A companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutionsThis textbook is an ideal resource for upper-level undergraduate and graduate level courses in data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.…

Codice articolo 9781119829836

Titolo
Machine Learning for Business Analytics : Concepts, Techniques, and Applications with Analytic Solver Data Mining
Autore
Nitin R Patel
Editore
Wiley Apr 2023
Anno di pubblicazione
2023
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
1119829836
ISBN 13
9781119829836
Edizione
quarta edizione
Peso dell'articolo
1446 grammi
Dimensioni
258x182x37 mm

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 7 a 10 giorni lavorativiDa 5 a 7 giorni lavorativi
Primo articoloEUR 45,12EUR 62,35
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