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  • 2018-10-18
    16 Three Learning Principles
  • 2018-10-17
    15 Validation
  • 2018-10-16
    14 Regularization
  • 2018-10-15
    13 Hazard of Overfitting
  • 2018-10-14
    12 Nonlinear Transformation
  • 2018-10-13
    11 Linear Models for Classification
  • 2018-10-12
    10 Logistic Regression
  • 2018-10-11
    09 Linear Regression
  • 2018-10-11
    08 Noise and Error
  • 2018-10-10
    07 The VC Dimension
  • 2018-10-10
    06 Theory of Generalization
  • 2018-10-09
    05 Training Versus Testing
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