Production Forecasting & Well Performance Optimization with Python & Machine Learning
Digital Oil & GasBeginner to Intermediate• 20+ Hours
Overview
Learn to forecast production, optimize well performance, and detect anomalies using Python and Machine Learning. This program blends time-series modeling, deep learning, and production optimization workflows tailored specifically for Oil & Gas applications.
What You'll Learn
Understand ML fundamentals & their role in Oil & Gas production forecasting
Analyze, clean, and visualize time-series data for well performance
Build ARIMA, ML, and LSTM models for forecasting & pressure prediction
Apply ML for choke optimization, gas lift optimization & sand production prediction
Detect anomalies using signal-based and ML-based techniques
Course Curriculum
1Overview of ML applications in Oil & Gas production forecasting
