Data Science, Machine Learning, Data Analytics, Knowledgebase Analytics, Regularization.
point where these contours first touch our constraint shape, as that’s where we find the balance between fitting our data and applying the penalty. The green dots mark the exact location where the optimization settles, considering both the loss from the data and the regularization penalty. For