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Fundamentals of Data Science Part II: Statistical Modeling by Jared M Maruskin at Abbey's Bookshop,
Fundamentals of Data Science Part II: Statistical Modeling
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Jared M Maruskin

Fundamentals of Data Science Part II

Statistical Modeling

Jared M Maruskin

$84.95   $72.23

Paperback

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English
Cayenne Canyon Press
17 January 2022
Probability & statistics; Database design & theory; Information architecture
In Part II of this series, we cover the elements of statistical modeling, focusing on:
validation methodology principles of object-oriented design linear and logistic regression generalized linear models causality time series analysis Bayesian statistics, including simulations in pymc3 Modeling customer lifetime values, including a detailed study of the beta-Bernoulli/beta-binomial model, a discretized version of the classic Pareto/NBD an introduction to credibility theory

The theory is illustrated with simulations in Python throughout the text.
By:  
Imprint:   Cayenne Canyon Press
Dimensions:   Height: 234mm,  Width: 156mm,  Spine: 19mm
Weight:   499g
ISBN:   9781941043127
ISBN 10:   1941043127
Pages:   356
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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