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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 Ingestion and Storage Strategies

Data ingestion stands as the critical starting point in handling and analyzing data. This is where it all kicks off, and as you’re aware, a firm foundation is vital for the success of any project. In this chapter, we will venture into the captivating domain of data ingestion and uncover its significance, complexities, and advantages.

Picture yourself in charge of managing the data for a burgeoning company, where you work with a diverse range of data sources such as customer transactions, product evaluations, and social media interactions. Now, envision the task of gathering, processing, and storing all this information in a manner that renders it both accessible and usable for your organization. This is the moment when data ingestion takes center stage.

Furthermore, choosing the appropriate data formats and compression is another vital aspect of optimizing data ingestion. Selecting formats that support partitioning (chunking) and offer...

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