Managing Multiple AWS and Git profiles

Setting Proper Config To Avoid Pushing Code to the Wrong Place with the Wrong Profile

Being a machine learning engineer is tough nowadays. In addition to managing machine learning pipeline config, we also have to juggle between multiple git profiles and AWS accounts, hoping not to start an expensive training job for work on the personal account, or committing code to work repo using personal... [Read More]

Feature Selection and Dimensionality Reduction

KonMari your machine learning features using Scikit-Learn and Pandas

Feature selection is an very important step in applications of machine learning methods. Modern data sets often have hundreds to thousands of features available. That is too many features for building practical machine learning models. As a data scientist and machine learning practitioner, the first step we have to do... [Read More]