Logistic regression in r6/3/2023 But its method of calculating model fit and evaluation metrics is entirely different from Linear/Multiple regression.īut, don't worry! After you finish this tutorial, you'll become confident enough to explain Logistic Regression to your friends and even colleagues. It does follow some assumptions like Linear Regression. Believe me, Logistic Regression isn't easy to master. In this article, you'll learn about Logistic Regression in detail. As a result, in an analytics interview, most of the questions come from linear and Logistic Regression. I believe you should have in-depth understanding of these algorithms. Let me tell you why.ĭue to their ease of interpretation, consultancy firms use these algorithms extensively. Recruiters in the analytics/data science industry expect you to know at least two algorithms: Linear Regression and Logistic Regression.
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