Data processing for machine learning using a graphical user interface

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 set of preprocessed data being generated via a first preprocessing operation that preprocesses at least a portion of an initial set of data in accordance with a first set of preprocessing parameter values that indicates a first manner in which to prepare data for subsequent use in training a machine learning model;
• receiving a user selection indicating a second set of preprocessing parameter values that indicates a second manner in which to prepare the data;
• causing display of a second set of preprocessed data being generated via a second preprocessing operation that preprocesses at least a portion of the first set of preprocessed data in accordance with the second set of preprocessing parameter values;
• and
• based on an indication to train the machine learning model, using the second set of preprocessed data to train the machine learning model.

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 set of preprocessed data being generated via a first preprocessing operation that preprocesses at least a portion of an initial set of data in accordance with a first set of preprocessing parameter values that indicates a first manner in which to prepare data for subsequent use in training a machine learning model;
• receive a user selection indicating a second set of preprocessing parameter values that indicates a second manner in which to prepare the data;
• cause display of a second set of preprocessed data being generated via a second preprocessing operation that preprocesses at least a portion of the first set of preprocessed data in accordance with the second set of preprocessing parameter values;
• and
• based on an indication to train the machine learning model, use the second set of preprocessed data to train the machine learning model.