Overview In this lecture we build intuition for how optimizes a model. We coordinate three visualizations: 1. Training Data and Regression Lines We simulate a realistic training set of 30 points (size in square feet vs. price in $1000s. The red points are the observed data. The colored lines show five successive fits produced by…