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Logistic regression and implementing one from scratch

Hey guys, today we will be having a look at a simple algorithm for classification (i.e) Logistic regression. We will also be looking at how to implement one from scratch.

Link to PDF: link

Logistic regression from scratch: link

Task

Visualize how the model finds the line/decision boundary to differentiate between the two classes in a binary classification problem at every iteration. Display each class with a unique color.