Data Management and Engineering

This course provides a comprehensive introduction into a large variety of core topics related to data, data management, and data engineering. The quality of data and its management plays a central role in AI and data-driven systems, and has a direct impact on a system's effectiveness, efficiency, safety and reliability.

Therefore, the following topics are being covered:

• The role of data in AI systems

• Data Models and modelling data

• Discovering and creating large datasets

• Data quality and improving data quality

• Visually exploring data

• Integrating datasets

• Analyzing data with data mining techniques

• Visualizing data and analysis results

• Storing and retrieving data

• Distributing data

• Impact of inadequate data and data handing on subsequent systems and decision making