Please read the files in the following order.
How to use Numpy: introduction_to_numpy.ipynb
How to build the simplest neural network for binary classification: logistic_neuron_np.ipynb
How to build neural networks in Keras: first_look_at_a_neural_network_keras.ipynb
Assignment 4: assign4_post.ipynb
How to build convolutional neural networks in Keras: introduction_to_convnets.ipynb
How to utilize pretrained-models and fine-tune them (this is optional): pretrained_transfer_learning.ipynb