Professional Certificate in Artificial Intelligence Applications in Reservoir Modelling

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Overview

Learning outcomes

Course content

Data Acquisition and Preprocessing

Machine Learning Algorithms

Deep Learning Techniques

Reservoir Characterization

Uncertainty Quantification

Production Forecasting

Well Placement Optimization

Advanced Data Analytics

Model Calibration and Validation

Artificial Intelligence in Reservoir Management

Introduction to Artificial Intelligence Applications in Reservoir Modelling

Machine Learning Techniques for Reservoir Modelling

Deep Learning for Reservoir Modelling

Data Preprocessing and Feature Engineering in Reservoir Modelling

Predictive Modelling in Reservoir Engineering

Uncertainty Quantification in Reservoir Modelling

Optimization Techniques for Reservoir Modelling

Integration of Data Analytics and Reservoir Modelling

Real-time Reservoir Monitoring and Control

Ethical and Regulatory Considerations in AI Applications for Reservoir Modelling

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £149
Standard mode - 2 months: GBP £99