Caterpillar Inc. is a manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines and diesel-electric locomotives. Caterpillar provides the solutions you need to build a successful construction contracting business. Cat Connect makes smart use of technology and services to improve your operational efficiency. Working with your Cat dealer, you can find the right combination of Cat Connect technologies and services for your sites. Cat Financial provides retail and wholesale financing solutions to Cat customers and dealers for the complete line of Cat machinery and engines, Solar gas turbines, other related equipment and marine vessels. As a captive finance company, no other financial institution knows Cat customers and dealers better than Cat Financial. They offer quality service throughout the life cycle of equipment including purchase, protect, manage and resell.
Industry sector: Industrial Products
Sector classification: Construction machinery
Deep Learning based analysis and prediction model for Caterpillar, Inc. (CAT) 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 CAT 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 CAT.
Model is being retrained on a daily basis.
|% Held by Insiders||0.31%|
|% Held by Institutions||64.07%|
|EPS (last reported FY)||$11.06|
|EPS (last reported Q)||$1.60|
|EPS, estimated (last reported Q)||$1.76|
|Total revenues||$54 B|
|Net income||$6 B|