Example files for the course "Foundations of Artificial Intelligence and Machine Learning"

mnist_fcnn.ipynb : Basic fully connected neural network for mnist digit classification

mnist_conv.ipynb : Keras mnist digit classification with convolution neural network

own_data.ipynb : Image classification using our own data with Keras

rnn.ipynb : Recurrent neural network example for IMDB movie review classification problem

transer_learning_cnn_mnist.ipynb : Transfer learning example for MNIST dataset

CNN VISUALISATIONS : Visualisation example for CNN

img_data_kaggle.zip: Subset of Kaggle data set (available @ https://www.microsoft.com/en-us/download/details.aspx?id=54765), used in example own_data.ipynb