Build Our First Convolutional Neural Network

Welcome to 4th tutorial part! In the previous tutorial, we built Deep Neural Networks using TensorFlow. Today's most practical applications of deep learning are built using programming frameworks, which have many built-in functions you can call. Run the next cell to load the "Cats vs. Dogs" data-set we are going to use: In the previous tutorial, we had built a fully connected Deep Network for this dataset. But since this is an image dataset, it is more natural to apply a ConvNet to it.