Alten Playground - Deep Learning

Exercise 1 - Handwritten Digit Recognition with Deep Learning

In this hands-on exercise we are going to learn to use Convolutional Neural Networks (CNN) to recognize handwritten digits.

Exercise 2 - Sentiment Analysis with Deep Learning

In this exercise, we are going to build a Recurrent Neural Networks (RNN) to perform sentimel analysis on the International Movie DataBase.

Exercise 3 - Building auto-encoders in Keras

In the exercise, we show how to build auto-encoders in Keras, which can be used to compress images and remove noise.