Apache Mahout for Developers Training Course

Description

• Type

  Course

• Methodology

  Online

Description

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.

About this course

Requirements

Basic understanding of statistics and familiarity with a programming language recommended.

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Subjects

• Quality Training
• Systems
• Quality
• Algorithms
• Apache

Course programme

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

Additional information

14 hours (usually 2 days including breaks)

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