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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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Data Sources and Types

Data sources are the starting points for data that organizations use in operations or analysis. They can be structured or unstructured, in various formats, and located in separate places. In modern data integration, data sources are essential for providing accurate, timely, and reliable information to the right individuals when needed.

We will start by identifying different data sources – the wellsprings of information that fuel our data systems. Ranging from relational databases and NoSQL databases to flat files and APIs, we will decipher the characteristics that distinguish these sources and the contexts where they shine the brightest.

Moving on, we will delve into the rich array of data types and structures. Understanding the variety and nuances of these constructs will empower you to handle data more proficiently, tailoring your approaches to best fit the nature of the data you are working with.

Finally, we will acquaint you with common data...

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