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Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
Antonios Chalkiopoulos
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E-BOOK
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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.
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
- Titel:Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
- Autor:Antonios Chalkiopoulos
- Originaler Titel:Programming MapReduce with Scalding. A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
- ISBN:9781783287024, 9781783287024
- Veröffentlichungsdatum:2014-06-25
- Format:E-Book - EPUB
- Artikel-ID: e_3baf
- Verleger: Packt Publishing
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