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.
Patent No.:
Date of Patent:
Sep. 13, 2022
Filed:
Nov. 26, 2019
Amazon Technologies, Inc., Seattle, WA (US);
Hyunjoon Song, East Palo Alto, CA (US);
Bindu Priya Reddy, San Francisco, CA (US);
Shuyi Zhang, Santa Clara, CA (US);
Venkatesh Maralavadi Sreenivas, Santa Clara, CA (US);
Madan Mohan Rao Jampani, Mountain View, CA (US);
Stefano Stefani, Issaquah, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Systems and techniques are disclosed for a centralized platform for enhanced automated machine learning using disparate datasets. An example method includes receiving user specification of one or more data sources to be integrated with the system, the data sources storing datasets to be utilized to train one or more machine learning models by the system, and the datasets reflecting user interaction data. A dataset is imported from the data source, and machine learning models are automatically trained based a particular machine learning model recipe of a plurality of machine learning model recipes. A first trained machine learning model is implemented, with the system being configured to respond to queries based on the implemented machine learning model, and with the responses including personalized recommendations.