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The Definitive Guide to Data Integration

The Definitive Guide to Data Integration

By : BONNEFOY, CHAIZE, Raphaël MANSUY, Mehdi TAZI
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The Definitive Guide to Data Integration

The Definitive Guide to Data Integration

By: BONNEFOY, CHAIZE, Raphaël MANSUY, Mehdi TAZI

Overview of this book

The Definitive Guide to Data Integration is an indispensable resource for navigating the complexities of modern data integration. Focusing on the latest tools, techniques, and best practices, this guide helps you master data integration and unleash the full potential of your data. This comprehensive guide begins by examining the challenges and key concepts of data integration, such as managing huge volumes of data and dealing with the different data types. You’ll gain a deep understanding of the modern data stack and its architecture, as well as the pivotal role of open-source technologies in shaping the data landscape. Delving into the layers of the modern data stack, you’ll cover data sources, types, storage, integration techniques, transformation, and processing. The book also offers insights into data exposition and APIs, ingestion and storage strategies, data preparation and analysis, workflow management, monitoring, data quality, and governance. Packed with practical use cases, real-world examples, and a glimpse into the future of data integration, The Definitive Guide to Data Integration is an essential resource for data eclectics. By the end of this book, you’ll have the gained the knowledge and skills needed to optimize your data usage and excel in the ever-evolving world of data.
Table of Contents (19 chapters)
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Lineage, Governance, and Compliance

With a solid understanding of workflow management, monitoring, and data quality, we now turn our focus to the equally critical aspects of data integration: lineage, governance, and compliance. In this chapter, we explore techniques for creating and visualizing data lineage, as well as tools and platforms for effective lineage management. We also delve into data governance, addressing best practices, frameworks, and the pivotal role of data catalogs and metadata management. Additionally, we explore compliance considerations and strategies, highlighting regulatory requirements and how to align data integration practices with compliance objectives. Through case studies and examples, we gain valuable insights into real-world implementations of lineage, governance, and compliance, demonstrating their significance in ensuring data integrity, accountability, and adherence to regulatory standards. Let’s explore these essential aspects that safeguard...

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