As you move forward, here are a few things to keep in mind:

More practice

You can find more practice in Harvard's CS 109 course, which covers a lot of the same material. Here's a link.


Since you won't always have access to the IPython notebook environment that we've set up here, you should probably follow a tutorial like this to install a local data science environment.

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