K-Means Clustering
Try It On Your Own

Now it is your turn!

In this review section, find another dataset from one of the following:

Import the pandas library as pd:

import pandas as pd

Load in the data with read_csv():

digits = pd.read_csv("http://archive.ics.uci.edu/ml/machine-learning-databases/optdigits/optdigits.tra", header=None)

Note that if you download the data like this, the data is already split up into a training and a test set, indicated by the extensions .tra and .tes. You’ll need to load in both files.

With the command above, you only load in the training set.

Happy Coding!


Implement K-Means clustering on another dataset and see what you can find.

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