Code | Duration | Currency | Fee Per Person |
---|---|---|---|
EL-PYRP-PEA |
15 Hours
|
USD
|
500
|
This is a self-paced, on-demand e-learning course. Upon enrollment, all course videos and materials will be delivered to your email within 12 hours. A certificate will be issued upon successful completion of the required quizzes and assignments.
Boost your team's skills and your budget! Enjoy group discounts for collaborative learning. Send an inquiry to info@peassociations.com.
Applied Production Optimization using Python
This course equips oil and gas professionals with the programming and analytical skills needed to apply Python for production optimization, data management, and decision support.
Description
Data-driven workflows are transforming production optimization in the oil and gas industry. This course introduces Python as a powerful tool to analyze, forecast, and visualize production performance. Participants will learn how to handle field datasets, implement machine learning models, evaluate well behaviour, and build interactive dashboards. Designed with real industry datasets, the program bridges engineering fundamentals with modern programming practices, enabling professionals to improve efficiency, enhance surveillance, and make informed operational decisions
Oilfield operations increasingly rely on digital tools to enhance productivity and reduce downtime. Python has become the preferred programming language for engineers due to its flexibility, libraries, and ability to handle complex production data. This course provides a structured path from Python basics to advanced applications such as water cut forecasting, pipeline hydraulics, and interactive dashboards, ensuring participants gain both programming proficiency and production engineering insight.
• Develop Python coding skills tailored for subsurface and production workflows.
• Manipulate, filter, and visualize production datasets effectively.
• Apply machine learning models to production forecasting and diagnostics.
• Build automated reporting pipelines for surveillance and decision support.
• Create interactive dashboards for real-time production monitoring.
• Faster, more accurate production analysis through automation.
• Improved decision-making with data-driven tools and dashboards.
• Reduced operational risk by forecasting water cut, liquid loading, and wellbore integrity.
• Standardized and efficient reporting across teams and assets.
• Gain confidence in coding and applying Python to oil and gas problems.
• Reduce reliance on manual spreadsheets by building automated workflows.
• Improve ability to analyze well behavior and optimize artificial lift.
• Strengthen employability with sought-after data and programming skills.
• Reservoir Engineers
• Production Engineers
• Drilling and Workover Engineers
• Geologists and Petrophysicists
• Chemical Engineers
• Getting Started with Python
• Installation of Anaconda and setup of coding environment
• Python basics: numbers, strings, lists, functions, loops, conditionals
• Data Handling & Visualization
• Data loading, cleaning, and manipulation with Pandas and NumPy
• Visualization with Matplotlib, Seaborn, Plotly
• Production Optimization Applications
• Working with oil and gas datasets
• Liquid loading evaluation
• Water cut analysis and forecasting with machine learning
• Tight/shale well time-series analysis
• Fetkovitch IPR and curve fitting
• Integrity & Flow Assurance
• Wellbore gradient calculations
• Pipeline hydraulics analysis
• Multi-finger caliper data interpretation
• Remaining wall thickness evaluation
• Automation & Dashboards
• Automated reporting pipelines (PDF, Excel)
• Interactive production dashboards with Streamlit and Plotly
• Capstone Skills
• Building reusable scripts for EUR, decline analysis, and team reporting
• Integration of production data into engineering decision-making
On successful completion of this training course, PEA Certificate will be awarded to the delegates
This course has been meticulously developed by a seasoned PEA expert renowned in the oil and gas industry. With extensive hands-on experience and a proven track record in delivering innovative solutions, our trainer brings a wealth of technical expertise, deep industry insight, and a commitment to excellence. Learners can trust that they are gaining knowledge from a leading authority whose dedication to professional development ensures you receive only the highest-quality training to elevate your skills and career prospects.