Bradford Tuckfield

Dive Into Data Science

Use Python To Tackle Your Toughest Business Challenges

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: No Starch Press
• Artikelnr. des Verlages: 95990323
• Seitenzahl: 240
• Erscheinungstermin: 4. Juli 2023
• Englisch
• Abmessung: 231mm x 181mm x 22mm
• Gewicht: 564g
• ISBN-13: 9781718502888
• ISBN-10: 1718502885
• Artikelnr.: 63870411

Autorenporträt

Bradford Tuckfield is a data scientist, a consultant, and a writer. He received a PhD from the Wharton School of the University of Pennsylvania, and a BS in Mathematics from Brigham Young University. He is the author of Dive Into Algorithms (No Starch Press) and Applied Unsupervised Learning with R (Packt). In addition to working as a data scientist and tech manager for top finance firms and startups, his research has appeared in academic journals spanning math, business management, and medicine.

Inhaltsangabe

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