Having now covered the product rule, quotient rule, and chain rule, we're well-prepared for advanced exercises that confirm your comprehension of all of the derivative rules in my Machine Learning Foundations series.

There’s just one quick derivative rule left after this — one that conveniently combines together two of the rules we’ve already covered — and then we’re ready to move on to the next segment of videos on Automatic Differentiation with PyTorch and TensorFlow.

New videos are published every Monday and Thursday to my "Calculus for ML" course, which is available on YouTube here.

More detail about my broader "ML Foundations" curriculum and all of the associated open-source code is available in GitHub here.