Make notebooks in examples run out of the box using Google colab (5/5)

[vsoma11]

#389 [tutorial_bias_advertising.ipynb] [tutorial_credit_scoring.ipynb]

[hoffmansc]

@vsoma11, thanks for your work! Can we make the consistency_score changes a separate PR, though, since it tracks a different issue?

Also, see my other comments above.