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When you are getting started with machine learning, logistic regression is one of the first algorithms you’ll add to your toolbox. It's a simple and robust algorithm, commonly used for binary classification tasks.
Consider a binary classification problem with classes 0 and 1. Logistic regression fits a logistic or sigmoid function to the input…
