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Fundamentals of Data Science Part II

Fundamentals of Data Science Part II

Jared M Maruskin

53,48 €
IVA incluido
Disponible
Editorial:
Cayenne Canyon Press
Año de edición:
2022
Materia
Diseño y teoría de bases de datos
ISBN:
9781941043127
53,48 €
IVA incluido
Disponible

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Sobre IBD

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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