Monday, May 07
Attendees will become familiar with the fundamentals of data-driven analytics and the most popular techniques that are used to perform such tasks such as conventional statistics, artificial neural networks, and fuzzy set theory.
This course will demonstrate through actual case studies (real field data from thousands of shale wells) how to impact well placement, completion, and operational decision making based on field measurements rather than human biases and pre-conceived notions.
- Basics of Artificial Intelligence and Machine Learning
- Descriptive Analytics
- Predictive Analytics
- Prescriptive Analytics