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[Music] [Applause] hi everybody Im Laurence Moroney from the tensorflow team at Google and today were going to talk about text classification its part one of a two-part series will will focus on the data and getting it ready to train a neural network you will do this hands-on using a workbook that you can find at the link in the description below and Ill step you through it text classification has some unique challenges so before you get coding let me step you through some of these first of all neural networks typically deal with numbers are not text when learning patterns that can be used for prediction or classification so in this case were looking at learning from movie reviews to see if those reviews are positive or negative and the first step of course is to change the words into numbers that represent them therell be a little bit more processing of these words into vectors determining their sentiments and well cover that in the next video so lets get coding first first t