Bowei Chen, Gerhard Kling

Business Analytics with Python

Essential Skills for Business Students

• Broschiertes Buch

Produktbeschreibung

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

Produktdetails

• Verlag: Kogan Page Ltd
• Seitenzahl: 410
• Erscheinungstermin: 25. März 2025
• Englisch
• Abmessung: 244mm x 170mm x 26mm
• Gewicht: 690g
• ISBN-13: 9781398617179
• ISBN-10: 1398617172
• Artikelnr.: 70347954

Autorenporträt

Bowei Chen, Gerhard Kling

Inhaltsangabe

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;