In this seminar, recent papers of the machine learning and data science literature are presented and discussed. Possible topics cover statistical models, machine learning algorithms and its applications.

The capstone project is part of the DAS in Data Science and is an opportunity to apply the knowledge acquired in the program in an independent, real-world project.

Deep learning is an area within machine learning that deals with algorithms and models that automatically induce multi-level data representations.

The course introduces the foundations of learning and making predictions based on data.