Data Algorithms

Recipes for Scaling Up with Hadoop and Spark



Bookstore > Books > Data Algorithms

Price$54.57 - $67.89
Rating
AuthorMahmoud Parsian
PublisherO'Reilly Media
Published2015
Pages778
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101491906189
ISBN-139781491906187
EBook Hardcover Paperback

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You'll learn how to implement the appropriate MapReduce solution with code that you can use in your projects.

Dr. Mahmoud Parsian covers basic design patterns, optimization techniques, and data mining and machine learning solutions for problems in bioinformatics, genomics, statistics, and social network analysis. This book also includes an overview of MapReduce, Hadoop, and Spark.





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