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epub | 13.9 MB | English | Isbn: 9781098153014 | Author: Gaurav Ashok Thalpati | Year: 2024
About ebook : Practical Lakehouse Architecture: Designing and Implementing Modern Data Platforms at Scale
This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures. Practical Lakehouse Architecture shows you how to:
[*]Understand key lakehouse concepts and features like transaction support, time travel, and schema evolution
[*]Understand the differences between traditional and lakehouse data architectures
[*]Differentiate between various file formats and table formats
[*]Design lakehouse architecture layers for storage, compute, metadata management, and data consumption
[*]Implement data governance and data security within the platform
[*]Evaluate technologies and decide on the best technology stack to implement the lakehouse for your use case
[*]Make critical design decisions and address practical challenges to build a future-ready data platform
[*]Start your lakehouse implementation journey and migrate data from existing systems to the lakehouse
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