This course provides essential skills for modernizing data architectures by adopting a data-as-a-product approach. It emphasizes building modular, scalable systems to enhance data management and unlock greater value from data assets.
Managing Data as a Product: Scalable Data Architectures
您将学到什么
Overcome challenges in scaling monolithic data platforms
Adopt a data-as-a-product approach for sustainable growth
Navigate the full lifecycle of data products from inception to decommissioning
您将获得的技能
要了解的详细信息
可分享的证书
添加到您的领英档案
最近已更新！
October 2025
作业
12 项作业
授课语言：英语（English）
了解顶级公司的员工如何掌握热门技能
该课程共有12个模块
In this section, we examine monolithic data platforms' limitations and explore modular approaches to reduce accidental complexity and improve system sustainability through data product strategies.
涵盖的内容
2个视频8篇阅读材料1个作业
In this section, we define data products and pure data products, analyze their structure and characteristics, and explore methods for classifying them to enhance data utilization.
涵盖的内容
1个视频8篇阅读材料1个作业
In this section, we examine data-product-centered architecture design, operational and management planes, and alternative data management approaches for scalable, adaptable solutions.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we explore domain-driven design and event storming to identify data products, and manage their portfolio for business alignment and operational coherence.
涵盖的内容
1个视频8篇阅读材料1个作业
In this section, we examine data product design, interactions, and implementation, focusing on metadata management, machine-readable descriptors, and data flow processes for scalable solutions.
涵盖的内容
1个视频8篇阅读材料1个作业
In this section, we explore deploying data products using CI/CD, governing them with policies, and managing their evolution to ensure reliability and alignment with organizational standards.
涵盖的内容
1个视频9篇阅读材料1个作业
This section covers automating data product lifecycle management with XOps, focusing on platform capabilities and implementation strategies.
涵盖的内容
1个视频6篇阅读材料1个作业
In this section, we explore the adoption phases of data as a product, focusing on challenges, strategies, and adaptive data governance to ensure sustainable and scalable implementation.
涵盖的内容
1个视频8篇阅读材料1个作业
In this section, we explore team topologies and data ownership strategies to optimize organizational structures for scalable data product delivery and efficient team collaboration.
涵盖的内容
1个视频9篇阅读材料1个作业
In this section, we explore distributed data modeling techniques, focusing on physical and conceptual approaches to design explicit models for data products in decentralized systems.
涵盖的内容
1个视频11篇阅读材料1个作业
In this section, we explore building an AI-ready information architecture by designing a knowledge plane for semantic interoperability and constructing an enterprise knowledge graph for AI integration.
涵盖的内容
1个视频7篇阅读材料1个作业
This section covers core beliefs and organizational changes for effective data management.
涵盖的内容
1个视频4篇阅读材料1个作业
位教师
提供方
从 Data Analysis 浏览更多内容
状态：免费试用
状态：免费试用
状态：免费试用Microsoft
状态：免费试用
人们为什么选择 Coursera 来帮助自己实现职业发展
Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情，我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程，Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好：它远不止于此。Coursera 让我无限制地学习。'
常见问题
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
更多问题
提供助学金，