Statistical Data Analytics (M.Sc.) teaches you to understand data analysis and master necessary skills, such as data cleansing, integration, modeling and prediction, and interactive exploration of data and models. You will learn methods ranging from probabilistic approaches through efficient data mining algorithms to flexible deep learning with neural networks. You will also learn to present data analysis results to decision-makers with descriptive summaries and visualizations.

Machine Learning is an engineering program, where the particular emphasis is on implementing machine learning algorithms with an application-oriented focus, with applications related to imaging, audio, or other sensor data. We study both classical and novel deep learning models as well as their software and hardware implementations. Machine learning is the core technology of artificial intelligence (AI) and is currently one of the hottest topics in information technology job markets.

Big data and data-driven methods are at the center of modern computer science, statistics, and computer engineering and hold great promise for the future. Experts in analyzing data are needed for solving challenging data-driven problems such as understanding text documents, conversation, and social media; creating intelligent search engines; finding data-driven insights into phenomena of society, economy, and culture; creating data-driven solutions for medical and biological problems, and enabling self-driving cars and autonomous robots.

Cities are inspiring arenas for business, culture, and everyday life. However, they face complex challenges related to the environment and the well-being of individuals. Bachelor's Degree Programme in Sustainable Urban Development is a multidisciplinary program developing skills needed to address these challenges. Those focusing on the Social Sciences field will understand the purpose and societal significance of social research. They will also be familiar with key theories and concepts in social sciences. Those focusing on the Social Sciences field will understand the purpose and societal significance of social research. They will also be familiar with key theories and concepts in social sciences.

The programme enables the development of the kind of knowledge and expertise that is needed to lead and analyse complex change processes. It responds to the need for new kinds of leadership competencies and skills, which are in demand at local, national, international and global levels.

The program enables the development of the kind of knowledge and expertise that is needed to lead and analyze complex change processes. It responds to the need for new kinds of leadership skills, which are in demand at local, national, international, and global levels.

With photonics, the science and technology of light, you can make an impact and improve our daily lives sustainably. Producing, using, and controlling light is key to communications, health care, energy production, manufacturing, safety, and security as well as consumer products. Our Master’s Programme in Photonics Technologies will give you the perfect basis and knowledge for a future career in a growing industry.

Master's Programme in Game Studies provides an in-depth view of the fundamental character of games and play. Expanding from entertainment to other areas of life, games have grown into a form of culture and human interaction that is a crucial part of our social life and current media landscape. The program is particularly targeted at training experts on games and play. We approach games and play from the interconnected perspectives of games, game players, the production of games, and games in cultures.

People's need for more tailored and cost-efficient implants, devices, and health informatics solutions is growing. The biomedical engineering industry is an increasingly important, global high-tech sector. In Finland, the health tech industry is especially strong. With the emergence of numerous small enterprises, the fields of biomedical sciences and engineering are rapidly expanding and offer diverse career options. This program provides you with a solid understanding of the challenges related to biomedical and health sciences.

People's need for more tailored and cost-efficient implants, devices, and health informatics solutions is growing. The biomedical engineering industry is an increasingly important, global high-tech sector. In Finland, the health tech industry is especially strong. With the emergence of numerous small enterprises, the fields of biomedical sciences and engineering are rapidly expanding and offer diverse career options.

Digitalization is here to stay. The ongoing digitalization builds on an efficient communications infrastructure. Communication is not only for humans anymore: the Internet of Things and the Industrial Internet are the forerunners of a connected and programmable world where things are also able to communicate. Digitalization will have an impact on a wide range of industries, such as energy, transportation, logistics, and manufacturing.

Smart grids are designed to enhance the effectiveness, stability, and reliability of the systems and to integrate distributed energy resources into system management. They are essential for increasing the share of renewable energy sources without compromising competitiveness and system security. The Master's Degree Programme in Smart Grids develops systems thinking skills and provides students with a comprehensive range of technical design and analysis skills.

Tampere region has a very strong industrial cluster in intelligent machines, embedded systems, and telecommunications and is looking for experts in embedded systems! Embedded systems are an essential part of the modern society. They control the material world inside vehicles, buildings, machinery, industrial processes, domestic appliances, and every smart system interacting with the environment.

Digitalization is here to stay. The ongoing digitalization builds on an efficient communications infrastructure. The studies in communication systems and networks focus on the Future Internet and the evolving and emerging (4G, 5G, and beyond) wireless broadband and multi-service communication systems, which are crucial elements for the future connected world.