Deepa MahidharaDealing with “rare” events in Machine LearningIf you are in Data Science, sooner or later, you will have to deal with a common problem — “rare” events! If the rate of occurrence of the…May 1, 20191May 1, 20191
Deepa MahidharaUsing Regularization to correct for an overfit modelContinuing on my previous blog on Standardization, let’s consider the same simple Linear Regression model, where the relationships between…Apr 29, 2019Apr 29, 2019
Deepa MahidharaWhat is Standardization?In Machine Learning, we typically fit a model to a set of observations, where the model is a function with one or more predictor variables…Apr 29, 2019Apr 29, 2019
Deepa MahidharaData Science ReturneeAs I completed my first week at GA’s Data Science Immersive program, the one statement in Python that caused both utter confusion as well…Mar 24, 2019Mar 24, 2019