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: Choosing between data lakes, warehouses, and lakehouses.

Raw data must be converted into a usable format for analysts and data scientists.

Many technical books focus heavily on specific tools like Apache Spark, Snowflake, or AWS. Tools change rapidly, but foundational architectures endure. Joe Reis and Matt Housley address this by delivering a of the data engineering landscape.

The heart of the book is the . The authors argue that a data engineer's primary job is to manage data across five distinct phases, ensuring it remains reliable, secure, and accessible.