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Course Outline
Introduction
Overview of Data Architecture
Understanding Data Architecture Goals and Principles
Learning About the Basics of Data Architecture
Exploring Frameworks, Characteristics, and Roles
Designing an Enterprise Data Architecture
Evaluating an Organization’s Data Assets
Creating a Staging Area Design
Creating Risk Mitigation Mechanisms
Developing Data Processing Models and Methods
Working with Big Data Systems
Evaluating and Updating Big Data Databases
Implementing Data Lake Capabilities
Establishing a Data Governance Solution
Building a Metadata Management System
Assessing and Monitoring Data Quality
Exploring Master Data Management Architectures
Summary and Conclusion
Requirements
- Experience with Python and SQL programming
- Familiarity with database management systems
- Familiarity with data analytics
Audience
- Computer engineers
- Data analysts
- Project managers
28 Hours
