Data Architecture
Modern business decisions stem from data insights. But much of that data is raw and unrefined making it difficult to provide a meaningful interpretation, which is even more apparent with big data. However, if we have a clear understanding of data architecture concepts and apply that to the data, we can organize that data, so we can provide a context for a meaningful interpretation. We can identify correlations and generate useful summaries and reports and use that to support various business decisions.
About This Course
Learning Objectives
You’ll plan, design and implement enterprise data infrastructure solutions and create the blueprints for an organization’s data management system.
You’ll create a relational database to build a cloud based data warehouse, and design scalable data lake architecture that meets the needs of Big Data.
You’ll learn how to apply the principles of data governance to an organization’s data management system.
Requirements
- Any of distributed and component technology courses.
- Any of implementation, design or support/administration courses in networking, databases, workflow, client/server development tools and object-oriented technology.
Curriculum
65 Lessons20h
Introduction
Data Defined
Data Privacy
Data Lifecycle
SQL vs. NoSQL
Create an Entity Relationship Diagram
Implement a SQL Solution
Implement a NoSQL Solution
Big Data
Data Architecture and Governance
IT Data System Architecture Types
Data Analytics and Reporting
Exercise
Design & Implementation
Microservices & Serverless Computing
DevOps & Containerization
Streaming Data Architectures
Scalable Data Architectures
Streaming Data
Data Governance
