CPC G06F 9/547 (2013.01) [G06F 9/45558 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06F 2009/45575 (2013.01)] | 20 Claims |
1. A computer-implemented method comprising:
receiving a start job command, from an interactive programming environment, to start a machine learning training job on a web services provider system;
starting the machine learning training job on the web services provider system;
providing an indication in the interactive programming environment that the machine learning training job is running on the web services provider system;
receiving a modify job command, from the interactive programming environment, to modify the machine learning training job running on the web services provider system, the modify job command including a name of the machine learning training job;
modifying the machine learning training job running on the web services provider system based on the modify job command to yield a modified machine learning training job;
running the modified machine learning training job on the web services provider system to train and produce a model using training data and according to a machine learning algorithm; and
providing metrics and log data during the running of the modified machine learning training job to the interactive programming environment.
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