Data Architecture Fundamentals Training Course

Course Code

dataarchitecture

Duration

28 hours (usually 4 days including breaks)

Requirements

  • Experience with Python and SQL programming
  • Familiarity with database management systems
  • Familiarity with data analytics

Audience

  • Computer engineers
  • Data analysts
  • Project managers

Overview

Data architecture is the standardization of data management systems and structures at an enterprise scale. Data architecture creates the blueprint for managing data resources to meet organizational strategies and needs.

This instructor-led, live training (online or onsite) is aimed at computer engineers, data analysts, and project managers who wish to design, manage and evaluate organizational data systems.

By the end of this training, participants will be able to:

  • Design data systems that fit an organization's needs.
  • Evaluate data assets to craft an effective data processing system.
  • Implement risk mitigation methods to build a solid enterprise data architecture.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

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

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