Innovating Extraction: AI and Machine Learning for Enhanced Drilling and Production in Oil and Gas Industry using Microsoft Azure

This comprehensive paper explores the transformative impact of integrating Machine Learning (ML) and Artificial Intelligence (AI) into oil and gas drilling operations. The paradigm shift is evident in domains like predictive maintenance, Rate of Penetration (ROP) optimization, and equipment failure prediction. The study, utilizing a meticulous data-driven approach and advanced ML algorithms, highlights the substantial cost savings and performance enhancements achieved in drilling operations. Azure Machine Learning is identified as a powerful tool for building, training, and deploying ML models, offering streamlined processes and scalability. The integration of ML and AI is seen as a strategic leap forward, promising increased efficiency, cost reduction, and sustainability in the oil and gas industry.