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Data Algorithms With Spark Mahmoud Parsian

  • SKU: BELL-62638528
Data Algorithms With Spark Mahmoud Parsian
$ 31.00 $ 45.00 (-31%)

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Data Algorithms With Spark Mahmoud Parsian instant download after payment.

Publisher: O'Reilly Media
File Extension: EPUB
File size: 5.44 MB
Author: Mahmoud Parsian
Language: English
Year: 2022

Product desciption

Data Algorithms With Spark Mahmoud Parsian by Mahmoud Parsian instant download after payment.

Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.

In each chapter, author Mahmoud Parsian shows you how to solve a data problem with a set of Spark transformations and algorithms. You'll learn how to tackle problems involving ETL, design patterns, machine learning algorithms, data partitioning, and genomics analysis. Each detailed recipe includes PySpark algorithms using the PySpark driver and shell script.

With this book, you will:

  • Learn how to select Spark transformations for optimized solutions
  • Explore powerful transformations and reductions including reduceByKey(), combineByKey(), and mapPartitions()
  • Understand data partitioning for optimized...
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