# RNN 1st Gen Model Goodyear Tire & Rubber Tires & inner tubes

The Goodyear Tire & Rubber Company is one of the world's leading tire companies, with one of the most recognizable brand names and operations in most regions of the world. Together with its U.S. and international subsidiaries, Goodyear develops, manufactures, markets and distributes tires for most applications. It also manufactures and markets rubber-related chemicals for various applications. Goodyear is one of the world's largest operators of commercial truck service and tire retreading centers. In addition, it operates approximately 1,100 tire and auto service center outlets where it offers its products for retail sale and provides automotive repair and other services. Goodyear manufactures its products in 48 manufacturing facilities in 21 countries, including the United States. It has marketing operations in almost every country around the world. Goodyear operates its business through three operating segments representing the tire businesses: Americas; Europe, Middle East and Africa; and Asia Pacific.

Industry sector: Auto/Tires/Trucks

Sector classification: Tires & inner tubes

Deep Learning based analysis and prediction model for Goodyear Tire & Rubber (GT) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Sept. 30, 2015.

Market data for GT model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for GT.

Model is being retrained on a daily basis.