Roshan J Experimental Design for Data Science and Engineering 2026
General:
Name: Roshan J Experimental Design for Data Science and Engineering 2026
Format: pdf
Size: 53.87 MB
Book:
Title: Experimental Design for Data Science and Engineering
Author: V. Roshan Joseph
Language: polski
Year: 2017
Subjects: N/A
Publisher: Wydawnictwo: O’Reilly Media
ISBN: 9781449334956
Total pages: 246
Description:
On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data.This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow.Understand the relationship between data, business, and designGet a firm grounding in data, data types, and components of A/B testingUse an experimentation framework to define opportunities, formulate hypotheses, and test different optionsCreate hypotheses that connect to key metrics and business goalsDesign proposed solutions for hypotheses that are most promisingInterpret the results of an A/B test and determine your next move
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