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Introduction to Mahout

Overview

Skills Needed

Get started with Mahout for scalable machine learning. Explore recommendation algorithms, clustering techniques, and classification models with Mahout.

  • Basic knowledge of machine learning concepts

Outline

  • Introduction to Mahout
  • Setting Up Mahout Environment
  • Recommendation Systems Basics
  • Collaborative Filtering Techniques
  • Content-based Recommendation
  • Clustering with Mahout
  • K-means and Canopy Clustering
  • Distributed Computing with Mahout
  • Classification Models
  • Best Practices for Mahout Development

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