Taking a look at Linear Regression

Linear regression is considered "machine learning" now?

And, no mention of the fact that gradient descent is unnecessary as there's a closed-form solution?

It could be a good illustration of how machine learning ideas apply to things the reader hopefully knows, but calling it machine learning itself seems a bit dubious to me.