Trying to figure out advanced features on your own can feel like learning a new language. If you'd rather skip the struggle ...
Then to optimize over that linear model they’ll show you gradient descent, and again you’ll note, “Well, that’s just calculus!” Support vector machines? Merely convex optimization. Naive Bayes? Just ...