# RNN 1st Gen Model Lennar Corporation General building contractors - residential buildings

Lennar Corporation is the leading builder of quality new homes in the most desirable real estate markets across the nation. The Company builds affordable, move-up and retirement homes primarily under the Lennar brand name. Lennar's homebuilding operations include the construction and sale of single-family attached and detached homes as well as the purchase, development and sale of residential land directly and through unconsolidated entities. Lennar's Financial Services segment provides mortgage financing, title insurance and closing services for both buyers of the Company's homes and others. Lennar's Rialto segment is a vertically integrated asset management platform focused on investing throughout the commercial real estate capital structure. Lennar's Multi-family segment is a nationwide developer of high-quality multifamily rental properties. Under the Lennar Family of Builders banner, the Company includes the following brand names: Lennar Homes, U.S. Home, Greystone Homes, Village Builders etc.

Industry sector: Construction

Sector classification: General building contractors - residential buildings

Deep Learning based analysis and prediction model for Lennar Corporation (LEN) 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 Oct. 22, 2015.

Market data for LEN 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 LEN.

Model is being retrained on a daily basis.