Luu, Hien
Beginning Apache Spark 2: With Resilient Distributed Datasets, Spark Sql, Structured Streaming and Spark Machine Learning Library
- ISBN 13:
- 9781484235782
- author:
- Luu, Hien
- format:
- Paperback
- publisher:
- APress
- language:
- English
- Publication Year:
- 2018
- Pages:
- 393
- Dimensions:
- 25.4 x 17.81 x 2.13 centimetres
- Genre:
- Computers, Server & Database, General Database,
- Condition:
- New
- Availability:
- Item usually sent within 4 working days
Description
Learn to develop scalable machine learning and analytics applications with Cloud technologies using Apache Spark. This comprehensive guide introduces you to the Spark unified data processing platform, covering its use in Spark Shell or Databricks, RDDs, structured data with Spark SQL, real-time applications with Spark Structured Streaming, and intelligent applications with the Spark Machine Learning library.
Perfect for programmers and developers new to Apache Spark, this book provides a thorough understanding of how to apply Spark to big data applications. You'll gain hands-on experience in using Spark to build real-world applications, from structured data manipulation to stream processing and machine learning.
With this book as your guide, you'll be equipped with the fundamentals to become proficient in using Apache Spark and know when and how to apply it to your big data projects. Whether you're working with Hadoop or Java, this comprehensive introduction will help you unlock the full potential of Spark.
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