Behavioral Data Analysis With R And Python

Author: Florent Buisson
Editor: O'Reilly Media
ISBN: 9781492061373
File Size: 49,11 MB
Format: PDF, ePub, Docs
Read: 1854
Download

Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren't that specific, so customer data is treated the same way as, for example, astronomical or genomic data. This practical guide introduces powerful methods for behavioral data analysis that you're probably not aware of. Advanced experimental design will help you get the most out of your A/B tests, while causal diagrams will allow you to tease out causality from correlation 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 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
Behavioral Data Analysis with R and Python
Language: en
Pages: 300
Authors: Florent Buisson
Categories: Business & Economics
Type: BOOK - Published: 2021-08-17 - Publisher: O'Reilly Media

Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren't that specific, so customer data is treated the same way as, for example, astronomical or genomic data. This
Behavioral Data Analysis with R and Python
Language: en
Pages: 360
Authors: Florent Buisson
Categories: Business & Economics
Type: BOOK - Published: 2021-06-15 - Publisher: "O'Reilly Media, Inc."

Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarket, the same as any other data. Instead,
PYTHON FOR DATA ANALYSIS
Language: en
Pages: 138
Authors: Oliver R. Simpson
Categories: Computers
Type: BOOK - Published: 2020-12-30 - Publisher:

Books about PYTHON FOR DATA ANALYSIS
Python Data Science Essentials - Second Edition
Language: en
Pages: 378
Authors: Alberto Boschetti, Luca Massaron
Categories: Computers
Type: BOOK - Published: 2016-10-28 - Publisher:

Become an efficient data science practitioner by understanding Python's key conceptsAbout This Book- Quickly get familiar with data science using Python 3.5- Save time (and effort) with all the essential tools explained- Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by
Python Data Science Essentials
Language: en
Pages: 378
Authors: Alberto Boschetti, Luca Massaron
Categories: Computers
Type: BOOK - Published: 2016-10-28 - Publisher: Packt Publishing Ltd

Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Save time (and effort) with all the essential tools explained Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated