Prediction integration for data management platforms

A system comprising:

• at least one processor;
• and
• a memory communicatively coupled to the at least one processor, the memory storing instructions which, when executed, cause the at least one processor to perform operations comprising:
• presenting, in a user interface (UI), a plurality of UI elements associated with a plurality of operators including at least one machine learning (ML) operator and at least one visualization operator;
• determining a workflow that describes at least one input data source and an execution order for the at least one ML operator and the at least one visualization operator, wherein the workflow is determined based on:
• i) a selection of the at least one data source through the UI, ii) a selection of the at least one ML operator and the at least one visualization operator through the UI, and iii) an indication, through the UI, of the execution order for the at least one ML operator and the at least one visualization operator;
• presenting a visual depiction of the workflow in the UI;
• and
• executing the workflow including executing the at least one ML operator and the at least one visualization operator in the execution order against data included in the at least one data source, wherein the workflow generates at least one prediction that is presented according to the at least one visualization operator.

One or more computer-readable storage media storing instructions which, when executed, cause at least one processor to perform operations comprising:

• presenting, in a user interface (UI), a plurality of UI elements associated with a plurality of operators including at least one machine learning (ML) operator and at least one visualization operator;
• determining a workflow that describes at least one input data source and an execution order for the at least one ML operator and the at least one visualization operator, wherein the workflow is determined based on:
• i) a selection of the at least one data source through the UI, ii) a selection of the at least one ML operator and the at least one visualization operator through the UI, and iii) an indication, through the UI, of the execution order for the at least one ML operator and the at least one visualization operator;
• presenting a visual depiction of the workflow in the UI;
• and
• executing the workflow including executing the at least one ML operator and the at least one visualization operator in the execution order against data included in the at least one data source, wherein the workflow generates at least one prediction that is presented according to the at least one visualization operator.