Data Contracts in Action Manas Jain, Vineet Kumar
- Autorzy:
- Manas Jain, Vineet Kumar
- Wydawnictwo:
- BPB Publications
- Ocena:
- Stron:
- 466
- Dostępne formaty:
-
ePubMobi
Opis
książki
:
Data Contracts in Action
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
Szczegóły książki
- ISBN Ebooka:
- 978-93-785-4652-5, 9789378546525
- Data wydania ebooka :
-
2026-07-25
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie.
Jeśli masz wątpliwości skontaktuj się z nami sklep@ebookpoint.pl.
- Język publikacji:
- angielski
- Rozmiar pliku ePub:
- 10.8MB
- Rozmiar pliku Mobi:
- 10.8MB
BPB Publications - inne książki
-
Description Modern software systems do not fail in simple ways anymore. They run across clouds, regions, containers, functions, and sometimes edge devices, all interacting at speeds humans cannot easily reason about. Traditional monitoring still has value, but on its own, it often falls short of explaining why something broke or what actually matte-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Cyberattacks continue to evolve in sophistication, frequency, and business impact. Organizations face ransomware attacks, cloud breaches, insider threats, supply chain compromises, AI-driven attacks, and advanced persistent threats that can disrupt operations and damage reputations. Effective incident response is no longer optional; it-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Driven by the rise of public hacks and exploits, securing Linux server infrastructures requires robust defense mechanisms. To mitigate modern cyber threats, implementing modern tools like Lynis, ClamAV, and OpenVAS is critical to continuously auditing networks. Fortifying setups using UFW, nftables, and PSAD firewalls, alongside SSH har-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Developing a mobile application is a key component in digital strategies to reach consumers. Developing it requires vision and expertise. Reusing the available knowledge is a key catalyst for progress. In AI-accelerated software development, this book gives the reader the psychological intelligence to anchor and become the captain of th-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description The productivity of developers has increased immensely because of AI. However, the interview process for hiring is still focused on the core concepts of the programming language. Java remains the leading enterprise technology globally, making modern programming skills essential for freshers. This book is your roadmap to understanding op-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Artificial intelligence has evolved beyond chatbots and static decision trees. Enterprise agents today need to be able to see images, understand spoken language, remember context over sessions, and reason through multi-step tasks without human intervention. LangChain has emerged as the leading open-source framework for combining these c-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Cloud adoption continues to accelerate as organizations migrate workloads to platforms like AWS, Azure, and Google Cloud. However, as cloud adoption grows, managing and optimizing cloud costs has become increasingly complex and critical for businesses striving to maintain efficiency and financial control. This book provides a practical,-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Artificial intelligence is reshaping how we live, work, learn, and solve complex problems. For students entering a technology-driven world, understanding the fundamentals of AI is an increasingly valuable skill. This comprehensive guide introduces machine learning, data science, computer vision, and natural language processing in a clea-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description AI is powering modern industries across different domains, from recommendations to forecasting, making it a must-have skill. As global AI adoption accelerates, it has become necessary for professionals to understand deeply how to utilize machine learning to build more reliable solutions The book systematically covers foundational to adv-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
-
Description Kubernetes has become the leading platform for deploying and managing containerized applications in modern enterprise environments. As organizations continue adopting cloud-native architectures, securing Kubernetes infrastructure and workloads has become a critical requirement. The Certified Kubernetes Security Specialist (CKS) certific-
-
ebook
125 pkt
(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł (-10%) -
Dzięki opcji "Druk na żądanie" do sprzedaży wracają tytuły Grupy Helion, które cieszyły sie dużym zainteresowaniem, a których nakład został wyprzedany.
Dla naszych Czytelników wydrukowaliśmy dodatkową pulę egzemplarzy w technice druku cyfrowego.
Co powinieneś wiedzieć o usłudze "Druk na żądanie":
- usługa obejmuje tylko widoczną poniżej listę tytułów, którą na bieżąco aktualizujemy;
- cena książki może być wyższa od początkowej ceny detalicznej, co jest spowodowane kosztami druku cyfrowego (wyższymi niż koszty tradycyjnego druku offsetowego). Obowiązująca cena jest zawsze podawana na stronie WWW książki;
- zawartość książki wraz z dodatkami (płyta CD, DVD) odpowiada jej pierwotnemu wydaniu i jest w pełni komplementarna;
- usługa nie obejmuje książek w kolorze.
Masz pytanie o konkretny tytuł? Napisz do nas: sklep@ebookpoint.pl
Książka drukowana
Oceny i opinie klientów: Data Contracts in Action Manas Jain, Vineet Kumar
(0)