Apache Spark for Machine Learning: Build and deploy high-performance big data AI solutions for large-scale clusters

Publisher ‏ : ‎ Packt Publishing (November 1, 2024)
Language ‏ : ‎ English
Paperback ‏ : ‎ 306 pages
ISBN-10 ‏ : ‎ 1804618160
ISBN-13 ‏ : ‎ 978-1804618165
Item Weight ‏ : ‎ 1.47 pounds
Dimensions ‏ : ‎ 0.61 x 7.5 x 9.25 inches

Apache Spark has quickly become one of the most popular tools for building and deploying high-performance big data AI solutions on large-scale clusters. With its ability to handle large amounts of data in memory and its powerful machine learning library, Spark is an ideal choice for organizations looking to harness the power of big data for their AI projects.

In this post, we will explore how Apache Spark can be used for machine learning, including how to build and deploy AI solutions on large-scale clusters. We will cover the basics of Spark and its machine learning library, as well as provide tips and best practices for leveraging Spark’s capabilities to create high-performance AI solutions.

Whether you are a data scientist looking to build machine learning models or a developer looking to deploy AI solutions at scale, Apache Spark is a powerful tool that can help you achieve your goals. Stay tuned for more insights on how to harness the power of Apache Spark for machine learning in our upcoming posts.
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