Conclusion

So far we have completed the second step of our pipeline Get the Data. We have also taken a quick glance at the data to get a general understanding of the kind of data we are manipulating.

We have split the data into training and testing sets. Generating the test set is a critical part of a Machine Learning project but is often neglected.

Now, we'll work only on training data and keep the testing data aside until prediction.