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Scalable Machine Learning with Apache Hama

Overview

Skills Needed

Learn scalable machine learning techniques with Apache Hama. Explore distributed machine learning algorithms, model training strategies, and large-scale data processing with Hama.

  • Intermediate knowledge of machine learning concepts
  • Familiarity with distributed computing

Outline

  • Introduction to Scalable Machine Learning
  • Distributed Machine Learning Algorithms
  • Model Training Strategies
  • Large-scale Data Processing with Hama
  • Scalable Feature Engineering
  • Distributed Model Evaluation
  • Online Learning Techniques
  • Incremental Model Updates
  • Scalable Deep Learning with Hama
  • Case Studies in Scalable ML with Hama
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