Data Contracts in Action
Idioma: inglés
Editorial: BPB Publications, 2026
- Tapa blanda
- Nuevo
Librería: PBShop.store UK, Fairford, GLOS, Reino UnidoPBShop.store UK
Vendedor de AbeBooks desde 11 de junio de 1999
Condición: Nuevo
EUR 38,71
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N° de ref. del artículo L2-9789378546525
- Título
- Data Contracts in Action
- Autor
- Jain, Manas
- Editorial
- BPB Publications
- Año de publicación
- 2026
- Estado
- New
- Encuadernación
- PAP
- Idioma
- inglés
- ISBN 10
- 9378546528
- ISBN 13
- 9789378546525
- Peso del artículo
- 867 gramos
Data contracts are becoming important as organizations move to cloud platforms, data products, and decentralized data ownership. They create clear agreements between data producers and consumers, helping teams reduce broken pipelines, unclear ownership, and trust issues in daily data work. Data Contracts in Action shows how data contracts help establish clear agreements between data producers and consumers, improving trust, reducing operational issues, and creating scalable foundations for modern data ecosystems.
This book takes the reader from the basics of data governance and data quality to the practical use of data contracts in modern data platforms. It explains why governance matters, how data debt grows, and how contracts can define schemas, metadata, validation rules, ownership, and expectations. The readers will learn how to design contract-driven architectures, use standards such as JSON Schema, Avro, Protobuf, YAML, and OpenAPI, apply CI/CD and version control, monitor contract violations, and handle schema evolution.
This book takes the reader from the basics of data governance and data quality to the practical use of data contracts in modern data platforms. It explains why governance matters, how data debt grows, and how contracts can define schemas, metadata, validation rules, ownership, and expectations. The readers will learn how to design contract-driven architectures, use standards such as JSON Schema, Avro, Protobuf, YAML, and OpenAPI, apply CI/CD and version control, monitor contract violations, and handle schema evolution.
What you will learn
● Understand and design contracts that define ownership, schema, and expectations.
● Validate data using JSON Schema, Avro, and Protobuf.
● Automate checks with CI/CD and version control workflows.
● Scale governed data products across teams and platforms.
● Migrate legacy systems, measure outcomes, communicate value, and scale.
Who this book is for
This book is for data engineers, architects, data scientists, ML engineers, cloud developers, governance leaders, and analytics professionals who want to build reliable, governed data pipelines. A basic understanding of databases, data platforms, or data pipelines is recommended, though the material remains practical and accessible.
Table of Contents
1. Data Governance, Evolving Data Platforms, and Key Challenges
2. Data Quality Beyond Perfect Data
3. Introducing and Working with Data Contracts
4. Foundations of a Contract-driven Data Architecture
5. CI/CD and Version Control for Data Contracts
6. Monitoring and Alerting
7. Developing a Data Contract Strategy
8. Adopting Data Contracts in Your Organization
9. Open-source Tools for Data Contracts
10. Reinforcing Governance Through Data Contracts
11. Practical Implementation Examples and Tooling
12. Migrating Existing Systems to Data Contracts
13. Metrics for Data Contract Success
14. Communicating Value and Maintaining Momentum
15. Emerging Trends and Innovations
16. Long-Term Strategy & Continuous Improvement
17. Data Contracts in AI & ML
18. Sustaining a Data Contract Ecosystem
“Sinopsis” puede pertenecer a otra edición de este título.
Acerca del autor
Vineet Kumar is a techno-functional leader with more than 17 years of experience in data engineering, data strategy, architecture, master data management, business intelligence, cloud platforms, and enterprise analytics. He has worked across industries such as life sciences, pharmaceuticals, and travel, where data plays an important role in operations, compliance, customer experience, and business decision-making.He has built and guided teams that deliver scalable data products, cross-functional analytics solutions, modern data pipelines, and cloud-based data platforms. His work includes specialty pharmacy data management, patient journey analytics, a 3Ps MDM solution in the life sciences domain, loyalty data platforms, data curation, data quality improvement, and analytics enablement for business users.He is an electrical engineering graduate from MNIT, Jaipur.Vineet has a strong interest in data mesh, data products, data quality, event-driven design, AI/ML, and modern governance practices. His experience has helped him understand the real issues that appear when data producers and consumers work with changing schemas, unclear definitions, and distributed ownership. This book provides a grounded implementation perspective, aiding readers in comprehending the adoption and scaling of data contracts in real enterprise environments.
“Acerca de” puede pertenecer a otra edición de este título.
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Vendedor de AbeBooks desde 11 de junio de 1999
Tarifas de envío de Reino Unido a Estados Unidos de America
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|---|---|---|
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