SPE Online Education
Data Science and Digital Engineering in Upstream Oil and Gas
A Review of Data Analytics Techniques and Data Management InfrastructureContains 9 Component(s), 0.4 credits offered
Data volume is exploding — more than 90% of today’s data was created in the last few years, and there is an exponential increase in new types of data, with mobile, social media, video, and the Industrial Internet of Things adding to the growth of seismic, reservoir, drilling, production, and engineering data.
Application of Petroleum Data Analytics to Upstream Oil and Gas Use CasesContains 9 Component(s), 0.4 credits offered
Analytics is not new to the oil & gas industry. From the early days of seismic acquisition and processing, well log interpretation and reservoir simulation, industry experts have used various techniques up to the limit of existing computer power, to analyze and model data recorded in the field to make better decisions.