Graphical user interface for automated data preprocessing for machine learning

One or more computer-readable storage media having instructions stored thereon, wherein the instructions, when executed by a computing device, cause the computing device to:

• causing display of a first display area for receiving a first set of preprocessing parameter values, in association with a first preprocessing operation, that indicate a first manner in which to prepare a training set of data for subsequent use in training a machine learning model, wherein the first preprocessing operation preprocesses at least a portion of an initial set of data in accordance with the first set of preprocessing parameter values to obtain a first set of preprocessed data;
• causing display of a second display area for receiving a second set of preprocessing parameter values, in association with a second preprocessing operation, that indicate a second manner in which to prepare the training set of data, wherein the second preprocessing operation preprocesses at least a portion of the first set of preprocessed data in accordance with the second set of parameter values resulting in a second set of preprocessed data for subsequent use in training the machine learning model;
• and
• causing display of a third display area for presenting at least a portion of the second set of preprocessed data.

A computing device comprising:

• one or more processors;
• and
• a memory coupled with the one or more processors, the memory having instructions stored thereon, wherein the instructions, when executed by the one or more processors, cause the computing device to:
• cause display of a first display area for receiving a first set of preprocessing parameter values, in association with a first preprocessing operation, that indicate a first manner in which to prepare a training set of data for subsequent use in training a machine learning model, wherein the first preprocessing operation preprocesses at least a portion of an initial set of data in accordance with the first set of preprocessing parameter values to obtain a first set of preprocessed data;
• cause display of a second display area for receiving a second set of preprocessing parameter values, in association with a second preprocessing operation, that indicate a second manner in which to prepare the training set of data, wherein the second preprocessing operation preprocesses at least a portion of the first set of preprocessed data in accordance with the second set of parameter values resulting in a second set of preprocessed data for subsequent use in training the machine learning model;
• and
• cause display of a third display area for presenting at least a portion of the second set of preprocessed data.