Doing Machine Learning

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Data and Machine Learning

• Ch2 Real-world data of the book Real World Machine Learning

Modeling and Prediction

• Ch3 Modeling and Prediction of the book Real World Machine Learning

Model Evalution

• Ch3 Model evaluation and optimization of the book Real World Machine Learning offers good coverage on
  • training / testing splits
  • cross validation
  • confusion matrix
  • hyper parameter tuning