Integrated machine learning for a data management product

A method for machine learning in a data management product, the method comprising:

• receiving an analysis request for a data management product;
• executing one or more machine learning ensembles to predict one or more unknown values for the data management product;
• and
• providing native access, within the data management product, to one or more predicted values corresponding to the one or more unknown values.

A method for machine learning in a data management product, the method comprising:

• providing a machine learning module in communication with a data management product;
• transmitting a new ensemble request from the data management product to the machine learning module;
• receiving training data from the data management product;
• generating a plurality of learned functions using the training data;
• forming a machine learning ensemble based on the plurality of learned functions;
• and
• integrating the machine learning ensemble with the data management product to provide access to machine learning results within the data management product.