Patent ID: 11948022
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
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.