Data Warehouses Design and Implementation

Objectives

  • Present the terminology and general concepts related to the field of data warehousing systems.
  • Know how to justify the implementation of a data warehousing system in an organization as a fundamental element of a enterprise decision support system.
  • Provide the necessary bases for developing analysis, planning and design processes of dimensional models for data warehouses.
  • Know how to plan and implement a data warehousing system, constructing appropriate staging areas and appropriate means for collecting, transforming and loading data into a data warehouse.
  • Know how to use the various process development standards for data warehousing systems, including the use of data vaults.
  • Know how to design and implement a data lakehousing system.

Program

  • Introduction to Data Warehousing Systems.
  • Architectures and Services of a Data Warehousing System.
  • Data warehousing System development life-cycle.
  • Data Warehousing System Administration.
  • Data Warehousing System Design.
  • Dimensional Data Modeling.
  • Populating Data Warehouses.
  • Exploration of Data Warehouses.
  • Using Data Vaults in Data Warehousing Systems.
  • Implementation of Data Lakehouses.

Bibliography

  • Corr, L., Stagnitto, J., Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema, 5th Edition, DecisionOne Press, November 24, 2011. ISBN-10 ‏ : ‎ 0956817203, ISBN-13 ‏ : ‎ 978-0956817204.
  • Golfarelli, M., Rizzi, S., Data Warehouse Design: Modern Principles and Methodologies, McGraw-Hill Osborne Media; 1st Edition, May 26, 2009.
  • Kimball, R., Margy Ross, M., The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, 3rd Edition, Wiley, 3rd edition, July 1, 2013. ISBN-10 ‏ : ‎ 1118530802, ISBN-13 ‏ : ‎ 978-1118530801.
  • Kimball, R., Reeves, L., Ross, M., Thornthwait, W., The Data Warehouse Lifecycle Toolkit - Pratical Techiniques for Building Data Warehouse and Business Intelligence Systems, John Wiley & Sons, 2ª Edição, 2008. ISBN-10: 0470149779. ISBN-13: 978-0470149775.

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