Python, Machine Learning & GenAI for Oil & Gas Professionals

Digital Oil & GasBeginner to Intermediate• 50+ Hours

Overview

This intensive digital upskilling program is designed to help oil & gas professionals master Python, machine learning, time-series analytics, Power BI, and GenAI applications using real drilling and production datasets. It focuses on practical, job-oriented skills required to build, analyze, and automate modern digital oilfield workflows.

What You'll Learn

Develop strong Python programming skills for oil & gas data analysis
Handle real drilling and production datasets using analytics workflows
Apply machine learning models for forecasting and optimization
Perform time-series analysis for production and failure prediction
Leverage GenAI for automation and intelligent insights generation
Build Power BI dashboards and deliver end-to-end capstone projects

Course Curriculum

1Python Fundamentals for Oil & Gas Engineers

2Data Handling, Cleaning & Exploration of Drilling and Production Data

3Exploratory Data Analysis (EDA) for Oilfield Datasets

4Machine Learning Concepts & Algorithms for Energy Applications

5Regression, Classification & Clustering in Oil & Gas Use Cases

6Time-Series Analysis for Production Forecasting

7Failure Prediction & Predictive Maintenance Models

8Introduction to GenAI & LLM Applications in Oil & Gas

₹18000

Full lifetime access

Live Instruction
Certificate of completion
Lifetime access
Expert mentorship

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9Automation & AI-Assisted Analytics Workflows

10Power BI for Digital Oilfield Dashboards

11End-to-End Capstone Project Using Real Industry Data