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Data Mesh: Delivering Data-Driven Value at Scale
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HKD 470
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Data mesh treats data as a product, considers domains as a primary concern, applies platform thinking to create self-serve data infrastructure, and introduces a federated computational model of data governance.
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What Stands Out
產品詳情
- Introduces data mesh as a decentralized sociotechnical paradigm for analytical data management at scale
- Guides practitioners, architects, technical leaders, and decision makers in transitioning from traditional big data architecture
- Treats data as a product and applies platform thinking to create self-serve data infrastructure
- Introduces a federated computational model of data governance
- Provides a complete introduction to data mesh principles and its constituents
- Guides the design and execution of a data mesh strategy, architectural considerations, and organizational design
| Publisher | O'Reilly Media |
| Publication date | April 12, 2022 |
| Edition | 1st |
| Language | English |
| Print length | 384 pages |
| ISBN-10 | 1492092398 |
| ISBN-13 | 978-1492092391 |
| Item Weight | 1.4 pounds (640 grams) |
| Dimensions | 6.75 x 1 x 9 inches (17.1 x 2.5 x 22.9 cm) |
Who Should Buy?
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Data Professionals
Data scientists and analysts will benefit from practical frameworks to enhance their data-driven decision-making processes.
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Business Leaders
Executives seeking scalable data strategies can leverage insights for better operational efficiency and strategic planning.
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IT Teams
Technology teams implementing data architecture will find valuable guidance on establishing a robust data mesh framework.
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Casual Readers
Individuals without a technical background may struggle to grasp the complex concepts and terminology presented.
產品敘述
Data Mesh: Delivering Data-Driven Value at Scale
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Tools Editorial Review
The book "Data Mesh: Delivering Data-Driven Value at Scale" by Zhamak Dehghani is a comprehensive guide on how to implement a data mesh to affront problems that originate from centralized data structures. The book is divided into five parts, with parts I and II explaining what data mesh is, its principles, and underlying problems with the modern data stack. Part III and IV offer insights on how to design various components, while Part V presents a guide on how to get started. The author prescribes a methodology for solving issues with technology, organizational change, and architecture. The book's concept of "data as a product" is compelling, and this particular section is particularly well-done. However, beyond explaining what it is and why we should care, there is barely any more value for interested readers. Some sections are philosophical, and the book gets terse and repetitive, rewording entire paragraphs from previous sections over and over.
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優點
- Comprehensive guide on what Data Mesh is, its principles, and underlying problems with the modern data stack.
- Insightful content on how to design various components and get started.
- Compelling concept of "data as a product" that is particularly well-done.
- Written in a technology-agnostic way.
- Provides a higher level of abstraction to integrate with a larger world of data.
缺點
- Too high-level and too theoretical to be of use to somebody looking to start.
Product Price History
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特色和優勢
- Introduces data mesh, a decentralized sociotechnical paradigm
- Provides a new approach to sourcing, sharing, accessing, and managing analytical data at scale
- Guides practitioners, architects, technical leaders, and decision makers on their journey from traditional big data architecture
- Design a data mesh architecture
- Guide a data mesh strategy and execution
- Move beyond traditional data warehouses and lakes to a distributed data mesh
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