Patent ID: 11928564
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G  H

Claim 9:
10. A method implemented by a data preparation computing system which prompts a user with data preparation recommendations in order to assist the user with self-service data preparation of notebook data, wherein the method comprises:
accessing a user notebook comprising user notebook data and causing the user notebook to be displayed in a notebook interface on one or more display screens;
accessing a data preparation recommendation model which has been generated with ground truth comprising operator data and sequential data obtained from training notebook data, the training notebook data including input data and a record of corresponding operator data comprising features for one or more operators used to perform one or more corresponding data preparations operations on the input data;
identifying characteristics of the user notebook data;
obtaining user input directed at the user notebook data;
applying the user input, notebook data, and the characteristics of the notebook data as model input to the data preparation recommendation model to generate a data preparation recommendation model output;
generating a data preparation recommendation prompt corresponding to the data preparation recommendation model output for performing an action comprising one or more recommended data preparation operations on the data within the notebook; and
displaying the data preparation recommendation prompt within the notebook interface on the one or more display screens.