# RNN 2nd Gen Model Fossil Group, Inc. Watches, clocks, watchcases, & parts

Fossil Group, Inc. is involved in designing, marketing and distribution of consumer fashion accessories. The Company's product portfolio include men's and women's watches, handbags, belts, small leather goods, jewellery, sunglasses, hats, gloves and scarves, jeans, outerwear, fashion tops and bottoms, tee shirts as well as optical frames. Its brands include MICHELE, Zodiac, Relic, Emporio Armani, DKNY, Armani Exchange, Michael Kors, Diesel, Burberry, Marc by Marc Jacobs, Adidas, Skagen Denmark, and Karl Lagerfeld. The Company operates in four different segments: the North America Wholesale segment, the Europe Wholesale segment, Asia Pacific Wholesale segment and the Direct to Consumer segment. It serves market through department stores, specialty retail stores, specialty watch and jewellery stores, retail and outlet stores, mass market stores, clothing stores as well as through its catalogs and Website. Fossil Group Inc., formerly known as Fossil, Inc. is based in Richardson, Texas.

Industry sector: Retail/Wholesale

Sector classification: Watches, clocks, watchcases, & parts

Deep Learning based analysis and prediction model for Fossil Group, Inc. (FOSL) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 23, 2015.

Market data for FOSL 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 FOSL.

Model is being retrained on a regular basis.