This course is intended to provide an overview of modern applications of machine learning and develop practical skills in using deep neural networks for common machine learning tasks. The course provides an introduction into artificial neural network based models, as well as an introduction to existing API frameworks for training such models. Previous knowledge regarding machine learning is not expected. The practical assignments will be developed in Python programming language.