# RNN 2nd Gen Model Omnicom Group Inc. Advertising agencies

Omnicom Group Inc. is an inter-connected global network of leading marketing communications companies. Omnicom Group portfolio provides the best talent, creativity, technology and innovation to some of the world's most iconic and successful brands. Omnicom offer a diverse, comprehensive range of marketing solutions spanning brand advertising, customer relationship management (CRM), media planning and buying services, public relations and numerous specialty communications services to drive bottom-line results for clients. Omnicom portfolio includes three global advertising agency networks: BBDO, DDB and TBWA; two of the world's premier providers of media services: OMD and PHD, part of Omnicom Media Group. Omnicom also manage a global diversified group of agencies, under the DAS Group of Companies. DAS includes numerous marketing disciplines: public relations, medical and pharmaceutical marketing, customer relationship management, entertainment and events, shopper, branding and design, and research.

Industry sector: Business Services

Sector classification: Advertising agencies

Deep Learning based analysis and prediction model for Omnicom Group Inc. (OMC) 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. 22, 2015.

Market data for OMC 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 OMC.

Model is being retrained on a regular basis.