Deep Learning with Keras

In the workshop with a focus on Deep learning with Keras you will get acquainted with the Keras library and its use through deep learning practical examples. In recent years, deep learning has spread from academic circles and found its place in industry, advertising, healthcare, banking, security etc. In the workshop the most useful neural network architectures and their components will be presented. The different models will be implemented within the Colaboratory cloud service, which includes all the necessary software and enables easy code sharing and execution on Google's high-performance infrastructure (GPU, TPU). Through examples, you will be acquainted with the main types of data structures for machine learning and how we use them in conjunction with neural networks. We will present guidelines for designing an appropriate model and the common obstacles that encounter in deep learning algorithms