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University of Oldenburg
28.05.2023 18:39:53
Lecture: 2.01.803 Data Science I - Details
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General information

Course name Lecture: 2.01.803 Data Science I
Subtitle inf803-807
Course number 2.01.803
Semester SoSe2023
Current number of participants 71
expected number of participants 50
Home institute Department of Computing Science
Courses type Lecture in category Teaching
Next date Tuesday, 30.05.2023 16:15 - 17:45, Room: A14 0-030
Type/Form V+Ü
Lehrsprache deutsch

Rooms and times

A14 0-030
Tuesday: 16:15 - 17:45, weekly (12x)
Wednesday: 16:15 - 17:45, weekly (8x)
Tuesday: 16:15 - 17:45, weekly (1x)

Module assignments


Data Science is an interdisciplinary science at the intersection of statistics, machine learning, data visualization, and mathematical modeling. This course is designed to provide a practical introduction to the field of Data Science by teaching theoretical principles while also applying them practically. Topics covered range from data collection and preparation (data sources & formats, data cleaning, data bias), mathematical foundations (statistical distributions, correlation analysis, significance) and methods for visualization (tables & plots, histograms, best practices) to the development of models for classifying or predicting values (linear regression, classification, clustering).