Data Engineering Principles

DS05
Semester: 2nd,
ECTS Credits: 7.5

Georgia Garani

(Course Coordinator)

Syllabus

  • Data Security
  • Data Integrity
  • Transaction Management
  • Concurrency Management
  • Introduction to Data Warehouses
  • Data Warehouse Design
  • Dimensional Model
  • Data Cubes
  • Data Marts
  • ETL Processes
  • OLAP Queries

Recommended Bibliography

  • Coronel C. and Morris S. Database Systems: Design, Implementation, & Management. 13th edition, Cengage Learning, 2018.
  • Vaisman A. and Zimányi E. Data Warehouse Systems: Design and Implementation (Data-Centric Systems and Applications). Springer, 2014.
  • Ray C. Advanced Database System.
  • Silberschatz A. Database System Concepts. 7th Edition. McGraw-Hill Education, 2019.
  • Νανόπουλος Αλ., Μανωλόπουλος Γ. Εισαγωγή στην Εξόρυξη Δεδομένων και τις Αποθήκες Δεδομένων,  Εκδόσεις Νέων Τεχνολογιών, 2010.
  • Kimball   R. The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, 3rd Edition, Wiley, 2013.
  • Golfarelli M. and Rizzi S. Data Warehouse Design: Modern Principles and Methodologies, McGraw-Hill Education, 2009.