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Logistic Regression.
Logistic Regression Table Of Contents: What Is Logistic Regression? Types Of Logistic Regression. Why do we use Logistic regression rather than Linear Regression? Logistic Function. How Logistic Regression Maps Linear Regression Output? Cost Function In Logistic Regression. Likelihood Function For Logistic Regression. Gradient Descent Optimization. Assumptions Of Logistic Regression. (1) What Is Logistic Regression? Logistic Regression is a supervised machine learning algorithm mainly used for classification tasks. Where the goal is to predict the probability that an instance of belonging to a given class. It is commonly used when the dependent variable is categorical and takes on two possible outcomes, often referred
