Logistic regression
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The book discusses the mathematical apparatus of logistic regression, methods of interpreting regression coefficients, provides program implementations of estimation methods (gradient descent method, Newton's method without regularization/with regularization), and gives examples of deploying models using Streamlit, Streamlit Cloud, Docker, FastAPI, and Flask.
The book will be of interest to data analysts, marketers, and risk analysts.
The book will be of interest to data analysts, marketers, and risk analysts.
Author:
Author:Pampel Fred
Cover:
Cover:hardcover
Category:
- Category:Business & Money
- Category:Science & Math
Dimensions:
Dimensions:24x17x1.5 cm
ISBN:
ISBN:978-5-93700-213-6
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