Unclear instructions

In the second part of the exercise, “The next steps of this exercise are to”, the instructions are unclear and do not reflect the code that appears in the solution; the second bullet point says, “plot the training data using a scatter plot;” [emphasis mine] but the solution code uses penguins in the scatter plot, i.e., the whole data and not data_train. This is confusing.

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Thanks for pointing this out. We will revisit this notebook for the next session of the MOOC.

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Addressed in https://github.com/INRIA/scikit-learn-mooc/pull/644