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Behavioral Data Analysis with R and Python: Customer-Driven Data for Real Business Results
Contributor(s): Buisson, Florent (Author)
ISBN: 1492061379     ISBN-13: 9781492061373
Publisher: O'Reilly Media
OUR PRICE:   $71.99  
Product Type: Paperback
Published: July 2021
Qty:
Additional Information
BISAC Categories:
- Business & Economics | Consumer Behavior - General
- Business & Economics | Statistics
- Business & Economics | Business Mathematics
Dewey: 150.285
Physical Information: 0.75" H x 7" W x 9.19" (1.26 lbs) 358 pages
 
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Publisher Description:

Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Most of the data companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But common data science algorithms and predictive analytics tools treat customer data the same as any other data. This practical guide introduces powerful methods specifically tailored for behavioral data analysis.

Advanced experimental design helps you get the most out of your A/B tests, while causal diagrams allow you to tease out the causes of behaviors even when you can't run experiments. Written in an accessible style for data scientists, business analysts, and behavioral scientists, this practical book provides complete examples and exercises in R and Python to help you gain more insight from your data--immediately.

  • Understand the specifics of behavioral data
  • Explore the differences between measurement and prediction
  • Learn how to clean and prepare behavioral data
  • Design and analyze experiments to drive optimal business decisions
  • Use behavioral data to understand and measure cause and effect
  • Segment customers in a transparent and insightful way