Logistic REGRESSION MODELS using PYTHON [Explained step by step]
Channel: Data Science For You
Date: 2023-02-05

In this video we are going to take a look at logistic regression.  Unlike linear regression, analysis of variance (ANOVA), and analysis of covariance (ANCOVA), the data type of the dependent variable is binary categorical.

In logistic regression we use numerical or categorical variables to calculate an estimate of the probability of one of the classes or levels of the binary categorical dependent variable.

In this video lecture I talk about probability, odds, and odds ratios before we build three different logistic regression models. You will see just how easy it is to do in Python and how simple it is to understand logistic regression and how to interpret the results.
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🇪🇸 Spanish:
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🇵🇹 Portuguese:
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🇬🇧 English:
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- Dr Juan Klopper: https://www.youtube.com/@DrJuanKlopper
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⌚ CHAPTERS:
00:00 Introduction
19:25 Probability Odds and Odds Ratios
24:54 Continuous numerical variable
41:06 Categorical variable
46:51 Continuous numerical and categorical variable

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