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Drilling Data Analytics & Automation Using Python

Oil & Gas Data AnalyticsIntermediate• 4 Weeks

Overview

This 4-week industry-focused program teaches how to analyze drilling data and build automation workflows using Python. Participants will learn real-time data visualization, non-productive time (NPT) reduction techniques, drilling parameter optimization using machine learning, and time-series analysis for operational insights. The course includes practical datasets, scripts, and a final automation project.

What You'll Learn

Perform real-time drilling data analytics and visualization
Identify and reduce Non-Productive Time (NPT) using data insights
Optimize drilling parameters such as ROP and WOB using machine learning
Analyze time-series patterns in drilling operations
Build practical automation workflows using Python

Course Curriculum

1Introduction to drilling data and Python environment setup

2Real-time drilling data analysis and visualization techniques

3NPT analysis and operational efficiency improvement

4Machine learning for drilling parameter optimization (ROP, WOB)

5Time-series analysis for drilling performance monitoring

6Final automation project using real-world datasets

₹18000

Full lifetime access

Live Instruction
Certificate of completion
Lifetime access
Expert mentorship

Download Course Brochure