The Udacity ML course is gradual enough to avoid overwhelming you, but really in-depth: https://www.udacity.com/course/machine-learning--ud262

Definitely recommend that as a good starting point. Isbell and Littman can be a bit cheesy at points, but they're very clear and thorough.