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Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala

Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala

Antonios Chalkiopoulos

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This book is an easy-to-understand, practical guide to designing, testing, and implementing complex MapReduce applications in Scala using the Scalding framework. It is packed with examples featuring log-processing, ad-targeting, and machine learning.
This book is for developers who are willing to discover how to effectively develop MapReduce applications. Prior knowledge of Hadoop or Scala is not required; however, investing some time on those topics would certainly be beneficial.
  • 1. Introduction to Cascading
  • 2. Get ready for Scalding
  • 3. Scalding reference examples
  • 4. Intermediate examples
  • 5. Development Patterns and Best Practices
  • 6. Testing & BDD
  • 7. Running in Production
  • 8. Interaction with external data stores
  • 9. Machine Learning and Recommendation systems
  • Tytuł:Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
  • Autor:Antonios Chalkiopoulos
  • Tytuł oryginału:Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
  • ISBN:9781783287024, 9781783287024
  • Data wydania:2014-06-25
  • Format:Ebook - EPUB
  • Identyfikator pozycji: e_3baf
  • Wydawca: Packt Publishing