And if you're looking for something with a little more horsepower, a little more flexibility in the way that it allows you to work with the platform, and eventually can give you the ability to just write the document and code together that you need to explain what you want to convey, check out Jupyter Notebook and prepare to find yourself in an environment which truly makes coding and talking about that code far, far easier.
It's how I write my most complicated pieces while keeping them sane and coherent.
I love notebooks. When doing ML they are amazing. I use them more often than interactive.
Yes, notebooks are perfect for ML.