Advanced analytics with PySpark
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The book is devoted to practical methods for analyzing large volumes of data using Python and the Spark Framwar, it introduces the SPARK programming model and the basics of the Pyspark open source code. Each chapter describes a separate aspect of data analysis, shows the basics of data processing in Pyspark and Python on the example of data purification, machine learning is covered in detail using Spark. The book will help the reader understand how the entire Pyspark conveyor works and works for a comprehensive analytics of large data sets: from creating and evaluating models to cleaning, pre -processing and researching data with a special emphasis on production applications. Separate chapters are devoted to the processing of images and the Spark NLP library
Author:
Author:Ури Ласерсон, Сэнди Райза, Акаш Тандон
Cover:
Cover:Soft
Category:
- Category:Computer & Technology
Publication language:
Publication Language:Russian
Paper:
Paper:Offset
ISBN:
ISBN:978-5-9775-1770-6
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