Video Tutorial

Why Sigmoid: A Probabilistic Perspective

Do you know why the output of the sigmoid function can be interpreted as a probability?

Flying over Lake Tahoe, Spring 2018, picture taken by me with DJI Mavic Air

If you have taken any machine learning courses before, you must have come across logistic regression at some point. There is this sigmoid function that links the linear predictor to the final…