John Deere Company is an American corporation that manufactures agricultural, construction, and forestry machinery, diesel engines, drivetrains used in heavy equipment, and lawn care equipment. John Deere has developed a strategy to grow and sustain its successful global business. John Deere has capitalized on the opportunities presented by increasing population, prosperity, and urbanization. Today, broad trends based on population and income growth, especially in developing nations, are driving agricultural output and infrastructure investment. Further, technological advances and agricultural mechanization are expanding existing markets and opening new ones.
Industry sector: Industrial Products
Sector classification: Farm machinery & equipment
Deep Learning based analysis and prediction model for Deere & Company (DE) 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. 2, 2015.
Market data for DE 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 DE.
Model is being retrained on a regular basis.
|% Held by Insiders||0.74%|
|% Held by Institutions||67.34%|
|EPS (last reported FY)||$6.68|
|EPS (last reported Q)||$1.31|
|EPS, estimated (last reported Q)||$1.16|
|Total revenues||$30 B|
|Net income||$2 B|