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were going to do the use case text classification now i would challenge you to go back and send us a note on the notes below underneath the video and request the data for the shopping cart so you can plug that into python code and do that on your own time so you can walk through it since we walk through all the information on it but were going to do a python code doing text classification very popular for doing the naive bayes so were going to use our new tool to perform a text classification of news headlines and classified news into different topics for a news website as you can see here we have a nice image of the google news and then related on the right sub groups im not sure where they actually pulled the actual data were going to use from its one of the standard sets but certainly this can be used on any of our news headlines in classification so lets see how it can be done using the naive bayes classifier now were at my favorite part were actually going to write some