Course Details
Your Growth, Our Mission
Course Description
This course is presenting an overview on artificial intelligence, the most common algorithms in machine learning, and different applications in oil and gas industry.
The Training Course Will Highlight ?
Training Objective
Target Audience
Training Methods
Daily Agenda
DAY 1: Introduction to artificial intelligence
- What is artificial intelligence?
- Different applications of artificial intelligence.
- Why we need artificial intelligence in the petroleum industry.
DAY 2: Types of machine learning
- Different types of machine learning.
- The most common machine learning algorithms.
- Artificial neural network (ANN).
DAY 3: Applications of machine learning in the upstream industry
- Digital oilfield implementations
- History of machine learning in oil fields
- Applications in geosciences, reservoir, and drilling engineering
DAY 4: Application of machine learning in oil & gas production
- Production Engineering Overview
- Production Optimization
- Predicting Well Rate Potential
- The most common applications in production engineering
DAY 5: Implementation of machine learning different algorithms
- Different programming languages.
- Data Preprocessing
- Python Programming.
- Installation and getting started with python
Accreditation
BTS attendance certificate will be issued to all attendees completing minimum of 80% of the total course duration.
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