Ebook details

Learning Apache Mahout. Acquire practical skills in Big Data Analytics and explore data science with Apache Mahout

Learning Apache Mahout. Acquire practical skills in Big Data Analytics and explore data science with Apache Mahout

Chandramani Tiwary

EBOOK
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If you are a Java developer and want to use Mahout and machine learning to solve Big Data Analytics use cases then this book is for you. Familiarity with shell scripts is assumed but no prior experience is required.
  • 1. Why, When and How Mahout?
  • 2. Machine Learning
  • 3. Mahout Building Blocks
  • 4. Addressing the curse of dimensionality
  • 5. Classification with Mahout
  • 6. Recommendations with Mahout
  • 7. Clustering with Mahout
  • 8. Newer Paradigms in Mahout
  • 9. End to end Project Churn Analytics
  • 10. End to end Project Customer Segmentation and Topic Modeling
  • Title:Learning Apache Mahout. Acquire practical skills in Big Data Analytics and explore data science with Apache Mahout
  • Author:Chandramani Tiwary
  • Original title:Learning Apache Mahout. Acquire practical skills in Big Data Analytics and explore data science with Apache Mahout
  • ISBN:9781783555222, 9781783555222
  • Date of issue:2015-03-30
  • Format:Ebook
  • Item ID: e_3cb8
  • Publisher: Packt Publishing