Web Reference: More than a video, you'll learn hands-on coding & quickly apply skills to your daily work. --- You’ll finish this first chapter by studying the modeling problem for prediction. In the next three chapters we will explore this space by considering a variety of models that exist outside of a regression framework. The idea that a general specification for a model could be tuned to a specific data set automatically has led to the field of machine learning. If the goal of a model is to explain the relationship between the response and the predictors, we are looking for a model that is small and interpretable, but still fits the data well.
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