Enterprise Data Warehouse Systems

Garant předmětu:

Lecturer:

Tutor:

Supervisor:

Department of Applied Mathematics

Synopsis:

The Enterprise Data Warehouses course focuses on the area of business intelligence. Students will be introduced to business intelligence methods and will gain practical knowledge not only in designing warehouses and various architectures, but also their deployment and maintenance. This course also includes an introduction to the area of reporting and data visualization.

Requirements:

Basic knowledge of data modeling and SQL.

Syllabus of lectures:

1. Context of Analytics in an Enterprise

2. Basic functions of BI

3. Access to data architecture and data modeling in the BI domain

4. Data Integration

5. BI Analytics

6. BI Analytics

7. BI and big data appliance systems

8. BI Governance

9. Business Metadata

10. Data Quality and service

11. BI Operations

12. MPP databases, Hadoop

13. Methodology of BI solution design

Syllabus of tutorials:

1. Introduction and motivation for BI and DWH

2. Architecture of DWH

3. Data Integration

4. ETL processes

5. Visualization and reporting (BI Analytics)

6. Data Science

7. Metadata

8. Hadoop

10. Master Data Management

11. Data Lakes

12. MPP and special databases

Study Objective:

The goal of this course is to offer students compact information about the design, architecture and building of data warehouses. The lectures will be enhanced with practical experience from the area of designing and deploying large data warehouse solutions in Czech Republic.

Study materials:

W. H. Inmon - Building the Data Warehouse (Third Edition)

Note:

Further information:

No time-table has been prepared for this course

The course is a part of the following study plans:

• Master specialization Computer Security, in Czech, 2020 (elective course)
• Master specialization Design and Programming of Embedded Systems, in Czech, 2020 (elective course)
• Master specialization Computer Systems and Networks, in Czech, 202 (elective course)
• Master specialization Management Informatics, in Czech, 2020 (elective course)
• Master specialization Software Engineering, in Czech, 2020 (elective course)
• Master specialization System Programming, in Czech, version from 2020 (elective course)
• Master specialization Web Engineering, in Czech, 2020 (elective course)
• Master specialization Knowledge Engineering, in Czech, 2020 (elective course)
• Master specialization Computer Science, in Czech, 2020 (elective course)
• Mgr. programme, for the phase of study without specialisation, ver. for 2020 and higher (elective course)
• Study plan for Ukrainian refugees (elective course)