Empowering Engineers and Operators with Expert-Guided Machine Learning
With Expert-Guided Machine Learning (EGML), even if models are deployed, they can still fail due to inadequate adoption and ineffective change management. If operators fail to take action, nothing happens. EGML helps operators build confidence in AI/ML models by involving
Using Expert-Guided Machine Learning to Label Events
Regarding labeling in our solution, how can we get accurate labels to effectively train supervised models? EGML assumes event labels are often missing or incorrect. It recognizes that labels are easier to create using a platform that gives experts all
Benefits of Machine Learning in Gas Lift Optimization
Benefits of machine learning in gas lift optimization is our topic for today. In Monday's blog, we discussed the tedious past and current methods for optimizing gas lift production and what options are available with our Production Intelligence solutions to
Artificial Intelligence and Machine Learning: 101
There are many terms and definitions thrown around in the AI and ML space that it can be confusing even to trained data scientists. We have used many of these terms around our website. It may be helpful to define
Empowering Operators with Expert-Guided Machine Learning
With Expert-Guided Machine Learning (EGML), even if models are deployed, they can still fail due to inadequate adoption and ineffective change management. If operators fail to take action, nothing happens. EGML helps operators build confidence in AI/ML models by involving