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M.Sc. Data Analytics

University of Hildesheim
Hildesheim, Germany
Stiftung Universität Hildesheim, Universitätsplatz 1, 31141 Hildesheim

In today’s globalized business world, the ability to extract and analyze relevant information from large volumes of complex data provides a competitive edge to businesses in every market. In industry, there is a huge demand of skilled employees with strong analytical skills and command of current analytical technology to process this huge data into meaningful business information, cross-trained in the respective application domain for better collaboration in interdisciplinary teams.

The International Master’s Program in Data Analytics combines both, a deep and thorough introduction to cutting edge research in Machine learning, Big Data and analytical technology and complementary training in selected application domains. Data Analytics will provide students the knowledge and skills required for modeling and analysis of complex systems in application domains from business such as marketing and logistics as well as from science such as computer science and environmental science based on modern state-of-the-art Machine Learning methods. The program is designed and taught in close collaboration of experienced faculty and experts in machine learning and selected application domains.

Machine Learning;

Modern Optimization Techniques;

Programming Machine Learning;

Seminar Data Analytics;

Big Data Analytics;

Advanced Machine Learning;

Data and Privacy Protection;

Distributed Data Analytics;

Planning and Optimal Control;

Advanced Case-Based Reasoning;

Bayesian Networks;

Computer Vision;

Markov Chains;

Computer Science/ Software Engineering and Media Systems;

Business Administration and Information Systems;

Information Retrieval and Information Science;

Natural Language Processing;

Environmental Sciences;

Soft Skills;

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