IBM is an information technology (IT) company. The company operates in five segments: Global Technology Services, Global Business Services, Software, Systems and Technology, and Global Financing. The Global Technology Services segment provides IT infrastructure services and business process services. The Global Business Services segment offers professional services and application management services. The Software segment consists primarily of middleware and operating systems software. The Systems and Technology segment provides computing power and storage solutions; and semiconductor technology products and packaging solutions. The Global Financing segment invests in financing assets, leverages with debt and manages the associated risks. IBM is headquartered in Armonk, New York.
Industry sector: Computer and Technology
Sector classification: Computer & office equipment
Deep Learning based analysis and prediction model for International Business Machines Corporation (IBM) 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 Sept. 10, 2014.
Market data for IBM 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 IBM.
Model is being retrained on a regular basis.
|% Held by Insiders||0.24%|
|% Held by Institutions||56.83%|
|EPS (last reported FY)||$12.81|
|EPS (last reported Q)||$1.84|
|EPS, estimated (last reported Q)||$1.78|
|Total revenues||$77 B|
|Net income||$9 B|