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Beschreibung
Learn how to use Python programming techniques to analyze business data with this introductory textbook for business students.
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).
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;
Details
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 |
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).
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;
Details
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 |
Sicherheitshinweis