The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 27, 2026

Filed:

Sep. 27, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Jitendra Bangani Bangani, Bothell, WA (US);

Narayan Agrawal, Redmond, WA (US);

Namita Das, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/20 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/285 (2023.01);
Abstract

A system provides an application programming interface to initiate a request to provide predictions based on a dataset. In response to the request, the system analyzes the dataset and selects, based on the analysis, one or more types of predictive models to use to make predictions. The system trains the predictive models using the dataset, and uses the predictive models to make predictions. In response to an additional dataset, the system replaces one or more of the predictive models using different model types, based on analysis of the additional dataset.


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Bangani, Jitendra. (2026). Automated machine learning (U.S. Patent No. 12775872). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12775872

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