An effective data analytics process brings many measurable benefits to businesses, providing information that can help boost productivity, improve products and services, retain customers and more.

Many times acquiring more data or improving data cleaning and preprocessing steps have a higher ROI than optimizing the machine learning models themselves. Part of this step should include being ...

This can be tedious, but if you set up a data-cleaning step in your machine learning pipeline you can modify and repeat it at will. To use categorical data for machine classification, you need to ...