Learning Apache Mahout
- Length: 275 pages
- Edition: 1
- Language: English
- Publisher: Packt Publishing
- Publication Date: 2015-03-31
- ISBN-10: 1783555211
- ISBN-13: 9781783555215
- Sales Rank: #5110585 (See Top 100 Books)
Description
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
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