Evaluating Machine Learning Models

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• Strategy & Tactics ... Project Management ... Best Practices ... Checklists ... Project Check-in ... Evaluation ... Measures
• Automated Learning
• Backpropagation ... FFNN ... Forward-Forward ... Activation Functions ...Softmax ... Loss ... Boosting ... Gradient Descent ... Hyperparameter ... Manifold Hypothesis ... PCA
• Feature Exploration/Learning
• Recursive Feature Elimination (RFE)
• Cross-Validation
• Overfitting Challenge
• Evaluating ML Models | Amazon Web Services
  • Binary Model Insights | AWS
  • Multiclass Model Insights | AWS
  • Regression Model Insights | AWS
• Evaluation Alerts | AWS