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[Music] hello and welcome back to the series on neural networks for the purposes of dh in which were using keras and tensorflow to do machine learning so in the last video we started looking at kind of the problem that were facing right we wanted to have a neural network that could securely identify if an unknown text was either oscar wilde or dan brown in this video were going to start solving that problem now were going to do this first by importing a few key essentials from a few different libraries from keras dot pre-process were going to be importing izer this is going to allow us to actually ize our texts were also going to say from keras import pre-processing and the reason why were importing this as were going to see in a minute is because keras has a whole bunch of built-in textual pre-processing functions and classes that are going to be really useful and make our tasks a lot easier when it comes to pre-processing our data and as were also going to see in this video