The blog post introduces an important concept of regularization in machine learning.

The blog post introduces bias-variance tradeoff that plagues all of machine learning.

The blog post introduces how classification models can be evaluated.

The blog post introduces softmax regression or multinomial logistic regression.

The blog post introduces logistic regression.