Logistic Regression is essentially a must-know for any upcoming Data Scientist or Machine Learning Practitioner. It is most likely the first classification model one has encountered. But, the question is, how_ does it really work? What does it do? Why is it used for classification? _In this article, I hope to answer all these questions, and by the time you finish reading this article, you will have:

1. Learn how to explain the Logistic Regression model in simple language
2. Learn how Logistic Regression is mathematically formed
3. Implement Logistic Regression from Scratch using Python

So, get ready for the wild adventure ahead, partner!

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