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Loading the Dataset

Let's load the fashion MNIST dataset. Keras has a number of functions to load popular datasets in keras.datasets. The dataset is already split for you between a training set and a test set.

For more infor: https://github.com/zalandoresearch/fashion-mnist

INSTRUCTIONS
  • Get the fashion mnist dataset module from keras using keras.datasets.fashion_mnist.

    fashion_mnist = << your code comes here >>
    
  • Load and sort the data into train and test sets using load_data() function of fashion_mnist:

    (X_train_full, y_train_full), (X_test, y_test) = fashion_mnist.<< your code comes here >>
    
  • Let us see the shape of the training dataset.

    X_train_full.shape
    

    So, the training set contains 60,000 grayscale images, each 28x28 pixels.


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