June 2021 -- Journal

June 25, 2021

I worked for most of the day on my Deep Learning mini-course. I reviewed, in this instructor's fashion, the Logistic Regression algorithm, as well as SoftMax Regression, which is multi-class Logistic Regression. This also entailed a review of Cross Entropy Loss which is the function that is minimized in Logistic and Softmax.

This is a reviewe of what I covered last semester in the ML course I took. It is adapted to the context of Neural Networks; diagrams include depictions of the neuronal structures necessary. So far, I have covered Linear Regression