The aim of healthcareai is to make machine learning in healthcare as easy as possible. It does that by providing functions to develop customized, reliable, high-performance machine learning models with minimal code, easily make and evaluate predictions and push them to a database. understand how a model makes its predictions, and make data cleaning, manipulation, imputation, and visualization as simple as possible.