In this short course are described the use of Keras and Tensorflow packages for manipulating neural networks in the context of machine learning. In specific, the following notebooks are shown:
- Classical machine learning example using different classifiers over a social media dataset.
- Neural network example using the Keras package over a classification problem using the Mnist dataset.
- Neural network example using the Keras package over a regression example using the Boston House Prices dataset.
- Neural network example using the Tensorflow package over a classification problem using the Mnist dataset.