Программа обучения Data Science

Программа обучения "Data Science" в TU Dortmund University

Data Science

Today, new knowledge in science, economics, management, and technology is created almost exclusively from large quantities of complex data. To properly handle patient or customer data, share prices and returns, and weather or climate in­for­mation, one needs knowledge of statistics, computer science, and mathematics. These subjects are combined in the Data Science Bachelor's program. Students acquire the ability to carry out statistical data analyses and at the same time gain deeper insights into concepts and methods in computer science.

Общая Информация по Программе обучения "Data Science"

  • Уровень: Бакалавриат
  • Диплом: Bachelor of Science (B.Sc.)
  • Язык обучения: Немецкий
  • Начало обучения: Зимний семестр
  • Срок обучения: 6 семестров
  • Форма обучения: Полная
  • Учебные кредиты: 180 ECTS
  • Стоимость: € 0 / Семестр
  • Семестровый взнос: € 304.87 / семестр
  • Правила приема: Без конкурса
  • Минимальный уровень немецкого: C1

Описание программы обучения "Data Science"

This program imparts basic specialist knowledge in dealing with large amounts of data, with the aim of using scientific knowledge to develop methods and solve problems in relevant application fields.

In the first year, students learn the necessary fundamentals in mathematics, probability, statistics, and programming. This is followed in the second and third years by special lectures on the presentation, processing, and evaluation of data as well as on computer-aided statistics and statistical learning. In mandatory elective courses and case studies, students learn early on to make connections between academic knowledge and relevant practical problems.

Карьерные перспективы по завершению программы обучения "Data Science"

Graduates of the Faculty of Statistics work primarily in medical and pharmaceutical research, in banking and insurance, or in marketing and quality control for both large and small companies. Other popular areas of work include management consulting, software development, and market and opinion research. Unemployment is practically unknown among our graduates.

The possible uses of statistics are constantly expanding, and compared to the situation in Great Britain or the United States, where there are dozens of statistics departments and tens of thousands of trained statisticians, the potential for employment in Germany is far from exhausted. Especially for experts in data science, huge areas of activity are opening up due to the constant increase in the amount of data in all areas of business, science, and everyday life.

Учебный план программы обучения "Data Science"

The basics of the study program are covered in the first year. This includes a sound introduction to mathematical theory (applied analysis and linear algebra), computer science (data structures, algorithms, programming) as well as probability and statistics. In the second and third year, the study program offers choices in the fields of advanced mathematical, programming and statistical modeling methods. The management and processing as well as the representation and interpretation of data is taught. Knowledge and application of software is deepened, especially with regard to efficient algorithms.

From the beginning, a strong emphasis is put on case studies and generally on applications, in both the elective and required modules of the study program. These are further enhanced in the thesis.

All mandatory courses are taught in German, elective courses in English may be offered.

The study program consists of 19 modules, including 3 months for the thesis. More information about the course content and course modules can be found below.

  • Учебный план / модули: https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Studium/Ordnungen/Pruefungs-_und_Studienordnungen/PO_BSc_DaSc_2019.pdf
    https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Studium/Studiengaenge-Infos/ModHb_BSc_DaSc_2020.pdf
    https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Studium/Studiengaenge-Infos/Studienverlaufsplan_BSc_DaSc_2020.pdf
  • Факультет

    Faculty of Statistics
    TU Dortmund University

    The Faculty of Statistics of TU Dort­mund University is the only stand-alone statistics faculty in German-speaking countries. The faculty offers programs in Statistics (Bachelor’s and Master’s) as well as in Data Analysis and Data Management (Bachelor’s), and Data Science (Master’s).

    The field of statistics consists of applied mathematics and problem-oriented data analysis with interdisciplinary applications. There is hardly a scientific discipline or industrial branch today that can function without modern statistical methods. Their application in medicine, business and technology provides answers to many interesting questions and offers solutions to challenging problems. Studying statistics means learning to use theoretical tools to solve practical problems in economics, technology, or medicine. The specialization options in the degree program Statistics are as diverse as its applications: the minor can be chosen from the entire range of subjects offered at TU Dort­mund University.

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    Data Science