Bowei Chen: Business Analytics with Python

Cover: 9781398617179 | Business Analytics with Python | Bowei Chen (u. a.) | Taschenbuch

Rückseite: 9781398617179 | Business Analytics with Python | Bowei Chen (u. a.) | Taschenbuch

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Sprache: Englisch

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Beschreibung

Learn how to use Python programming techniques to analyze business data with this introductory textbook for business students.

Über den Autor

Bowei Chen is an Associate Professor in Marketing Analytics and Data Science at the Adam Smith Business School, University of Glasgow, UK. He is the Programme Director of the MSc in Business Analytics.

Gerhard Kling is Professor in Finance at the University of Aberdeen, UK. He has worked in higher education (SOAS, University of Southampton, UWE, Utrecht University) and consulting (McKinsey).

Inhaltsverzeichnis

Section - ONE: Introduction and preliminaries; Chapter - 01: Introduction; Chapter - 02: Mathematical foundations of business analytics; Chapter - 03: Getting started with python; Chapter - 04: Data wrangling; Chapter - 05: Data visualization; Section - TWO: Methods and techniques; Chapter - 06: Linear regression; Chapter - 07: Logistic regression; Chapter - 08: Neural networks; Chapter - 09: K-nearest neighbours; Chapter - 10: Naïve bayes; Chapter - 11: Tree-based methods; Chapter - 12: Support vector machines; Chapter - 13: Principal component analysis; Chapter - 14: Cluster analysis; Section - THREE: Applications and tools; Chapter - 15: Modelling supply chains - use cases; Chapter - 16: User interfaces and web applications; Chapter - 17: Answers to exercises;

Erscheinungsjahr:	2025
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781398617179
ISBN-10:	1398617172
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Chen, Bowei Kling, Gerhard
Hersteller:	Kogan Page Kogan Page Ltd
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	244 x 170 x 26 mm
Von/Mit:	Bowei Chen (u. a.)
Erscheinungsdatum:	25.03.2025
Gewicht:	1,045 kg