O'Reilly book: Data Algorithms with Spark
Welcome to Data Algorithms with Spark wiki!
The goal of Data Algorithms with Spark book:
- provide simple examples so that developers can use these examples (as cut-paste-modify) in production environments
- express working data algorithms with PySpark transformations
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"... This book will be a great resource for both readers looking to implement existing algorithms in a scalable fashion and readers who are developing new, custom algorithms using Spark. ..." Dr. Matei Zaharia Original Creator of Apache Spark FOREWORD by Dr. Matei Zaharia |
The book has
- 12 chapters
- bonus chapters (such as DataFrame tutorials, word count, TF-IDF, anagrams, ...)
Solutions for chapters are provided in Python (PySpark) and Scala (please note that Scala solutions are in progress...)
