Name: Fundamentals of Data Science Part II: Statistical Modeling
SKU: 56730092
Price: 860.00 ZAR
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

23.4x15.6x1.9 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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