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Role of
Machine learning and data science in drilling industry: Data
Scientists must understand Machine Learning for quality predictions and
estimations. This can help machines to take right decisions and smarter actions
in real time with zero human intervention. Machine Learning is transforming how
data mining and interpretation work.
Machine Learning is a subset of Artificial Intelligence. In oil and gas industries, various types of data are collected from surface and subsurface to understand the hydrocarbon potential. The sensors are found to be most prominent to collect these data in large number.
There are many employment openings for data analysts, data scientists, and machine learning engineers right now. In the oil and gas industry, data science specialists are estimated to account for 30% of new positions by 2025.
In light of this, we developed a machine
learning application package for oil and gas professionals and undergraduates.