Introduction to Data Management
Learn various frameworks on data management for become data driven for organisations
Lectures -64
Resources -1
Duration -8.5 hours
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Course Description
In this course we introduce the various aspects of Data Management. After an introduction and definitions of data, information and knowledge we will introduce data management and improving the quality of data entities via Data Management work processes. Subjects like data governance, data qualities, integration, data warehouses and business intelligence, data security, meta data, data architecture, data modeling and master data management are introduced in a practical manner. The Data Management are discussed based on a simple framework. There is a brief discussion of available open industry frameworks like MIKE and the DaMa Body of KnowLedge.
With this course you will be able to address data management issues present in your organisation. Furthermore for a number of subjects we will introduce measures you can take to solve issues in the data management field of interest.
Apart from the video lessons there is a practical case, the DaMAcademy, available with practical assignments for every relevant section of the framework. Also every section includes a quiz to test the knowledge you gained about the subject of the section. Furthermore you receive bonus material like a template for a meta data set register, examples of data patterns and principles and the slides of the course.
Goals
What will you learn in this course:
- Data Management Framework,
- Knowledge areas and workprocesses in data management,
- Data Quality and Data Management,
- Data Governance in Data Management
Prerequisites
What are the prerequisites for this course?
There are no prerequisites for this course, apart from that you are interesting in becoming data driven
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to Data Management
7 Lectures
- Introduction to the course on data management 02:12 02:12
- What is data? 06:24 06:24
- Four aspects of data 12:34 12:34
- Describe data in simple flows 09:38 09:38
- Data Information and Knowledge Pyramid 06:51 06:51
- Data as a resource 12:40 12:40
- Assignment data governance
Introduction to data management framework
3 Lectures
Data governance
9 Lectures
Data architecture
7 Lectures
Data modeling
6 Lectures
Data operations
3 Lectures
Data quality
5 Lectures
Master and Reference data
5 Lectures
Business Intelligence
5 Lectures
Data security and privacy
4 Lectures
Data integration
4 Lectures
Metadata
4 Lectures
Epilogue
2 Lectures
Instructor Details
Bert Dingemans
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