ML and AI in Oil and Gas Industry Using Python

👨‍🏫 Instructor: Mr. Nashaat Jumaa
🔹 Number of Lectures: 6 (3 per week)
🔹 Duration: Approximately 14 training hours
🔹 Projects: Practical applications and projects in the oil and gas field
🔹 Certificate: Includes serial number and barcode

🔸 Suitable For: Production, reservoir, and drilling engineers, geologists, and students
🔸 No prior Python knowledge required
🔸 Laptop with 64-bit system required

📘 Course Content:

• Introduction to Python and its integrated environment, with a focus on data analysis fundamentals in engineering and petroleum contexts

• Importing, cleaning, and exploring data from Excel and LAS files, and handling various data types

• Automating engineering calculations and integrating Python with Excel for efficiency and result analysis

• Analyzing production data from conventional and unconventional wells, and diagnosing water production issues

• Modeling relationships between wells and equipment, and creating high-quality interactive dashboards and visualizations

• Analyzing petrophysical data and monitoring reservoirs using Python programming

• A comprehensive introduction to Artificial Intelligence and Machine Learning: classification, clustering, prediction, and anomaly detection in operational data