In the last ten years there has been a revolution in the field of Artificial Intelligence, mainly as the result of the revival of an approach called "Deep Learning". Deep Learning is the subfield of Machine Learning which is based
on Artificial Neural Networks with many "layers".
The Deep-Learning course gives an overview over the main ideas and techniques of Deep Learning and explains the practical implementation of Deep Learning algorithms using Python & Keras in detail. At the end of the course participants will be able to program state of the art algrithms in computer vision with a few lines of code.
The course assumes familiarity with core Python and also some basic knowledge of Linear Algebra, Calculus, and Probability Theory. The topics covered are: