Mahout Training in District of Columbia

Mahout Training in District of Columbia

Mahout - scalable machine learning and data mining courses

Mahout Course Events - District of Columbia

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Course Outlines

Code Name Duration Outline
apachemdev Apache Mahout for Developers 14 hours

Audience

Developers involved in projects that use machine learning with Apache Mahout.

Format

Hands on introduction to machine learning. The course is delivered in a lab format based on real world practical use cases.

Implementing Recommendation Systems with Mahout

  • Introduction to recommender systems
  • Representing recommender data
  • Making recommendation
  • Optimizing recommendation

Clustering

  • Basics of clustering
  • Data representation
  • Clustering algorithms
  • Clustering quality improvements
  • Optimizing clustering implementation
  • Application of clustering in real world

Classification

  • Basics of classification
  • Classifier training
  • Classifier quality improvements

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