Advanced Machine Learning - Not offered in AY 2022-23

Undergraduate Program Status

Mandatory-Elective	Bachelor of Arts / Bachelor of Science in Data Science and Society	Data Science - Specialization

Course Level:

Bachelor's

Campus:

Vienna

Course Open to:

Students on-site

Term:

Fall

Host Unit:

Undergraduate Studies

Instructor:

TBD

US Credits:

ECTS Credits:

Course Description:

The aim of this course is to introduce advanced topics in machine learning, including to deep learning via generative neural networks, reinforcement learning, natural language processing, computer vision and Bayesian methods. Focus wil be given both to the underlying theory as well as software packages and applications.

Learning Outcomes:

Upon completion, students will be able to apply modern machine learning methods to extract useful information from real-world structured multidimensional data.

Assessment:

Homework (30%), Attendence (20%), Final project (50%)