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what is going on everybody and welcome to part 2 of our deep learning with Python tensorflow in Karros tutorial in this tutorial what were going to be talking about is how to load in an outside data set the outside data set were going to use is this cats and dogs data set from Microsoft it was for initially a kaggle challenge and the idea is to take pictures of cats and dogs and then identify them by feeding them through a neural network and having the neural network say whether or not thats a cat or a dog so go ahead and download that data set and then once you have that data set let me pull up an example here what you should see is like this so you should get two directories these two Ive added these two things Ive added in but what you should have is cat and dog and then in here you should have some like images of cats and dogs in this case bunch of dogs so each one has like 12,500 samples so you should have plenty of examples to teach a model whats a cat and whats a dog so