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Effective Amazon Machine Learning by Alexis Perrier

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Parametrizing the model

Now that our data has been prepared for the SGD algorithm, we are ready to set the parameters of our experiment. In a way similar to scientific experimentation, we will want to try out several sets of parameters to test several models and pick up the best one. The next screenshot shows where we actually specify our model parameters:

  • Model memory
  • Data passes
  • Shuffling
  • Regularization

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