# RNN 1st Gen Model Johnson & Johnson Pharmaceutical preparations

Johnson & Johnson is engaged in the research and development, manufacture and sale of a range of products in the healthcare field. The Company operates in three segments: Consumer, Pharmaceutical, and Medical Devices and Diagnostics. Its Consumer segment offers products for use in the baby care, skin care, oral care, wound care, and women's health fields, nutritional and over-the-counter pharmaceutical products. The company's Pharmaceutical segment provides various products in the areas of anti-infective, antipsychotic, contraceptive, dermatology, gastrointestinal, hematology, immunology, neurology, oncology, pain management, thrombosis, vaccines, and infectious diseases. Its Medical Devices and Diagnostics segment offers electrophysiology and circulatory disease management products; orthopaedic joint reconstruction, spinal care, neurological, and sports medicine products; surgical care, aesthetics, and women's health products. Johnson & Johnson is based in New Brunswick, New Jersey.

Industry sector: Medical

Sector classification: Pharmaceutical preparations

Deep Learning based analysis and prediction model for Johnson & Johnson (JNJ) 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. 10, 2014.

Market data for JNJ 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 JNJ.

Model is being retrained on a daily basis.