Name: Fundamentals of Data Science Part II: Statistical Modeling
Price: 98.47 NZD
Availability: InStock
Author: Maruskin, Jared M.
ISBN: 9781941043127

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portada Fundamentals of Data Science Part II: Statistical Modeling

Fundamentals of Data Science Part II: Statistical Modeling

Type

Physical Book

Author

Jared M. Maruskin

Publisher

Cayenne Canyon Press

Language

English

Pages

356

Format

Paperback

Dimensions

23.4 x 15.6 x 1.9 cm

Weight

0.50 kg.

ISBN13

9781941043127

Synopsis "Fundamentals of Data Science Part II: Statistical Modeling"

In Part II of this series, we cover the elements of statistical modeling, focusing on: validation methodologyprinciples of object-oriented designlinear and logistic regressiongeneralized linear modelscausalitytime series analysisBayesian statistics, including simulations in pymc3Modeling customer lifetime values, including a detailed study of the beta-Bernoulli/beta-binomial model, a discretized version of the classic Pareto/NBDan introduction to credibility theoryThe theory is illustrated with simulations in Python throughout the text.

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Fundamentals of Data Science Part II: Statistical Modeling - Maruskin, Jared M.

Synopsis "Fundamentals of Data Science Part II: Statistical Modeling"

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