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Table of Contents
1. Introduction2. Data Science, Statistics, and Time-Series
3. Machine Learning
4. Introduction to Machine Learning in the Oil and Gas Industry
5. Data Management from the DCS to the Historian
6. Getting the Most Across the Value Chain
7. Getting the Most Across the Value Chain
8. The Business of AI Adoption
9. Global Practice of AI and Big Data in Oil and Gas Industry
10. Soft Sensors for NOx Emissions
11. Detecting Electric Submersible Pump Failures
12. Predictive and Diagnostic Maintenance for Rod Pumps
13. Forecasting Slugging in Gas Lift Wells

