Data Engineering with Scala and Spark by David Radford PDF
Download this torrent!
Data Engineering with Scala and Spark by David Radford PDF
To start this P2P download, you have to install a BitTorrent client like qBittorrent
Category: Other
Total size: 12.49 MB
Added: 2025-03-10 23:38:52
Share ratio:
5 seeders,
2 leechers
Info Hash: 1E96C3F7FE514982EDE22A4264382F521406EE2C
Last updated: 2.5 hours ago
Description:
xx
Data Engineering with Scala and Spark by David Radford PDF
Most data engineers know that performance issues in a distributed computing environment can easily lead to issues impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where the performance of distributed data processing is paramount.
This book will teach you how to leverage the Scala programming language on the Spark framework and use the latest cloud technologies to build continuous and triggered data pipelines. You’ll do this by setting up a data engineering environment for local development and scalable distributed cloud deployments using data engineering best practices, test-driven development, and CI/CD. You’ll also get to grips with DataFrame API, Dataset API, and Spark SQL API and its use. Data profiling and quality in Scala will also be covered, alongside techniques for orchestrating and performance tuning your end-to-end pipelines to deliver data to your end users.
By the end of this book, you will be able to build streaming and batch data pipelines using Scala while following software engineering best practices.
xx