Learning Apache Mahout

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.

Table of Contents

Chapter 1: Introduction to Mahout
Chapter 2: Core Concepts in Machine Learning
Chapter 3: Feature Engineering
Chapter 4: Classification with Mahout
Chapter 5: Frequent Pattern Mining and Topic Modeling
Chapter 6: Recommendation with Mahout
Chapter 7: Clustering with Mahout
Chapter 8: New Paradigm in Mahout
Chapter 9: Case Study – Churn Analytics and Customer Segmentation
Chapter 10: Case Study – Text Analytics