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Fashion_minst is a simple example of building and training a neural network for Fashion MNIST dataset using TensorFlow 2.0 and Keras in Google Colaboratory Notebook. The steps are as follows.

  • Load TensorFlow 2.0, Keras and Python libraries.
  • Load the Fashion_mnist training and testing dataset.
  • Preprocess the data.
  • Explore the dataset.
  • Build a simple model.
  • Train the model on training data.
  • Evaluate the model on test data.
  • Use the model for predictions.
  • Verify predictions.