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Thursday, July 23, 2020

AutoML Automatic Machine Learning landscape

  • Features: here are some features that may be offered
    • Automatic visualization: Automatically generate visualizations
    • Machine learning interpretability (possibly advanced feature)
      • Explain model results
        • K-LIME, Shapley, Variable Importance, Decision Tree, Partial Dependence (H2O example)
    • Model Deployment and Operations
      • Automatic deployment
      • Create REST API endpoint

H2O Driverless AI
  •  Recipes available
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Machine Learning for Beginners Resources

Uniqtech guide to Machine Learning. This guide explains the difference between machine learning, traditional programming, machine learning w...