Data Science for Business People
| Verlag | No Starch Press |
| Auflage | 2022 |
| Seiten | 240 |
| Format | 17,9 x 1,8 x 23,6 cm |
| Gewicht | 564 g |
| Artikeltyp | Englisches Buch |
| EAN | 9781718502888 |
| Bestell-Nr | 71850288UA |
Learn how to use data science and Python to solve everyday business problems.
This beginner s book will teach you how to apply the principles of data science to improve your business strategies no math proficiency required! Easy-to-follow chapters take the reader through concepts like A/B testing, supervised and unsupervised machine learning, web scraping, and more. Each concept is illustrated using real-world business applications, real-world data, and useful Python code examples. The tone is conversational, and the author avoids the dense mathematical theories associated with data science in favor of simple explanations and practical applications. By the end of the book, readers should be comfortable working with data, applying data to business problems, and using best practices to analyze data using Python.
Inhaltsverzeichnis:
Chapter 1: Exploratory Data Analysis
Chapter 2: Forecasting
Chapter 3: Group Comparisons
Chapter 4: A/B Testing
Chapter 5: Binary Classification
Chapter 6: Supervised Learning
Chapter 7: Unsupervised Learning
Chapter 8: Web Scraping
Chapter 9: Recommendation Systems
Chapter 10: Other Languages
