In today’s data-driven world, the ability to design and manage effective Enterprise Data Architecture (EDA) is a highly sought-after skill for career opportunities in data strategy, architecture, and management. Whether you want to advance in your current role as a data engineer or database administrator or transition to a specialized position like a data architect or enterprise data strategist,
this course provides the essential knowledge and skills to succeed in the in-demand field of EDA.
Gain foundational knowledge of EDA, exploring its core components, including data models and industry-standard frameworks such as TOGAF and the Zachman Framework. This will enable you to design architecture that meets specific business requirements.
Practical insights into ETL processes, DataOps practices, and lifecycle management provide a strong foundation for managing data operations. Through hands-on labs and projects, you will gain skills in designing, optimizing, and managing enterprise data architectures, ensuring efficient storage, processing, migration, and governance.
With a mix of instructional lectures, activities, and labs, you’ll acquire the expertise needed to excel in enterprise data architecture.
This module provides foundational knowledge and a practical approach to designing an Enterprise Data Architecture (EDA). You will learn about the importance of EDA in managing data assets and discover the benefits of a good EDA. The module explores the key building blocks of EDA and the foundational data models—conceptual, logical, and physical—and their roles in structuring and organizing data. You will understand popular data architecture frameworks such as TOGAF, DAMA-DMBOK, and the Zachman Framework.
The module also focuses on applying EDA principles in real-world scenarios by guiding through the process of designing data architecture for an e-commerce company.
涵盖的内容
10个视频2篇阅读材料3个作业6个插件
显示有关单元内容的信息
10个视频•总计70分钟
Course Introduction•4分钟
Introduction to Enterprise Data Architecture•7分钟
Core Components of Enterprise Data Architecture•9分钟
Types of Data Models•6分钟
Data Architecture Frameworks•8分钟
Future Trends in Enterprise Data Architecture •8分钟
Understand Business Requirements•8分钟
Assess Existing Data Infrastructure•8分钟
Select the Tools and Technologies•7分钟
Implement the Data Architecture•7分钟
2篇阅读材料•总计8分钟
Course Overview•5分钟
Module 1 Summary: Enterprise Data Architecture•3分钟
3个作业•总计50分钟
Practice Quiz: Introduction to Enterprise Data Architecture•10分钟
Practice Quiz: Designing Enterprise Data Architecture•10分钟
Graded Quiz: Enterprise Data Architecture•30分钟
6个插件•总计113分钟
How to Make the Most of this Course•1分钟
Lab: Prepare a Flowchart for the Consolidation of Data Infrastructure•30分钟
Lab: Prepare a data model for a Transaction processing system•30分钟
Lab: Create an EDA blueprint (scenario)•30分钟
Reading: Enterprise Data Architecture of an International Logistics Company•7分钟
Storyline: Choosing the Right Data Management Tool•15分钟
Enterprise Data Operations
第 2 单元•小时 后完成
单元详情
This module focuses on the processes and practices involved in managing and modernizing enterprise data operations, including core data processes, ETL practices, DataOps practices, and the data lifecycle. Through focused videos, you’ll gain a strong understanding of how organizations manage and optimize their data workflows. You will also learn to design policies and schemas tailored to specific business needs and compliance requirements. The module also provides essential knowledge and a practical approach to plan and execute data migrations and system modernizations, covering strategies for planning migrations and implementing modernization programs. You will also gain an understanding of the impact of application architectures on data operations. Finally, you’ll explore how emerging technologies and paradigms can be integrated into existing enterprise environments to drive innovation and efficiency in data management and operations.
涵盖的内容
8个视频1篇阅读材料3个作业2个应用程序项目5个插件
显示有关单元内容的信息
8个视频•总计64分钟
Core Enterprise Data Operations•8分钟
ETL in the Enterprise•7分钟
The Practice of DataOps•8分钟
Data Lifecycle•9分钟
Planning for Migrations•8分钟
Implementing a Modernization Program•8分钟
Impact of application architectures on data operations•8分钟
Integrating a New Technology/Paradigm into the Current Enterprise•8分钟
1篇阅读材料•总计5分钟
Module 2 Summary: Enterprise Data Operations•5分钟
3个作业•总计50分钟
Practice Quiz: Introduction to Enterprise Data Operations•10分钟
Practice Quiz: Migrations and Modernization•10分钟
Graded Quiz: Enterprise Data Operations•30分钟
2个应用程序项目•总计60分钟
Lab: Redesign a schema designed for OLTP and modify it to suit OLAP•30分钟
Lab: Migrate an OLTP Schema to a NoSQL Database•30分钟
5个插件•总计74分钟
Lab: Draft a data retention policy for an Oil Exploration Company•30分钟
Storyline: Choosing Storage Types•15分钟
Case Study: Evaluation of Enterprise Architecture of a Media Company•15分钟
Reading: Creating standardized operating procedures (SOPs) documentation for upgrades/migrations•7分钟
Case Study: Transforming a Super Market Chain•7分钟
Final Project and Final Exam
第 3 单元•小时 后完成
单元详情
The module includes a final project based on the concepts covered in the course. In this module, you will attempt a graded quiz to test and reinforce your understanding of concepts. The module also includes a glossary to enhance comprehension of generative AI-related terms.
涵盖的内容
1个视频3篇阅读材料1个作业1次同伴评审1个应用程序项目1个插件
显示有关单元内容的信息
1个视频•总计4分钟
Course Wrap-Up•4分钟
3篇阅读材料•总计9分钟
Final Project Overview: DigiHealth Modernization Initiative•5分钟
Congratulations and next steps•2分钟
Course Team & Acknowledgement•2分钟
1个作业•总计30分钟
Final exam•30分钟
1次同伴评审•总计90分钟
Final Project Submission•90分钟
1个应用程序项目•总计30分钟
Final Project: Enterprise Data Architecture & Operations for DigiHealth•30分钟
1个插件•总计15分钟
Reading: Glossary: Enterprise Data Architecture and Operations•15分钟
In a world marked by relentless evolution, versatility, adaptability, and interdisciplinary skills are key to thriving professionally. At SkillUp, we focus on designing outcome-driven skill-development programs that transform lives and careers worldwide.
Whether it’s landing your first job, advancing in your career, mastering efficiency in your role, or making breakthroughs in diverse careers, our courses equip you with the skills and confidence to set you up to hit the ground running.
Combining sound instructional design, engaging multimedia, and real-world problem-solving, we create learning journeys that build knowledge step by step. We present learners with open-ended, real-world problems that help them apply acquired knowledge as they progress through their learning journey. This also allows learners to develop critical thinking, problem-solving, and collaborative skills.
Our courses, specializations, professional certificates, and virtual and blended learning programs help learners and organizations upskill on the world’s latest technologies, functional domains, and human skills.
This course is designed for aspiring data architects, engineers, IT professionals, and database administrators who want to optimize their organization’s data systems and operations.
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