Data Engineering

Es geht um die Planung, Entwicklung und Verwaltung von Dateninfrastrukturen. Und um große Datenmengen. Wichtig sind hierfür Grundlagen der Datenvisualisierung und des Datenmanagements. Aber auch Cloud Computing und Big Data Technologien.

• Data types and data sources
• Text-based and binary data formats
• Distributed systems
• Streaming frameworks
• NoSQL approach to data storage

• Cloud computing fundamentals
• Relevant enabling technologies for cloud computing
• Introduction to serverless computing
• Established cloud platforms
• Cloud offerings for data science and analytics

• Core concepts of data engineering and data-intensive applications
• Current storage technology and architectural patterns for data at scale
• Container technology
• Operational aspects of data pipelines
• Data security and protection

• Transfer of methodological knowledge to the implementation of real-world data engineering use cases from the above-mentioned problem domains.