Doing Machine Learning Back to Index 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