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$20

AI for Oil & Gas / Energy (Global)

Deep specialization in AI for reservoir engineering, refinery process optimization, pipeline integrity, power plant performance, energy trading & demand forecasting, and energy transition sustainability. Built for petroleum, process, and power engineers in the US, UK, EU, and Australia.

"Predict well decline beyond Arps models, optimize crude diet for EPA Tier 3 / Euro 6 specs, classify pipeline ILI anomalies per PHMSA, and forecast renewable capacity factor from weather data"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    AI for Reservoir Engineering & Production Optimization

    Production optimization report with AI-enhanced decline analysis and probabilistic reserves estimate per SEC / SPE-PRMS

  2. 2

    AI for Refinery Process Optimization

    Refinery optimization report with crude diet and product slate tuned to EPA Tier 3 / Euro 6 (EN 590) fuel specs

  3. 3

    AI for Pipeline Integrity & Asset Management

    Pipeline integrity assessment with repair prioritization per ASME B31G, under PHMSA 49 CFR 192/195 and API 1160

  4. 4

    AI for Power Plant Performance Optimization

    Plant performance dashboard with heat-rate and EPA Clean Air Act / MATS / NSPS emissions-compliance analysis

  5. 5

    AI for Energy Trading & Demand Forecasting

    Energy trading strategy with PJM/ERCOT/CAISO price predictions and EU ETS / RGGI / California carbon valuation

  6. 6

    AI for Energy Transition & Sustainability

    Energy transition roadmap with green hydrogen economics (IRA 45V / DOE Hydrogen Shot) and automated SEC climate / CSRD-ESRS ESG scorecard

Production patterns you'll master

Reservoir EngineeringRefinery OptimizationPipeline IntegrityPower PlantsEnergy TradingEnergy Transition

Synthetic data included

  • Well production data (500 records)
  • Reservoir properties (20)
  • Decline curve analysis (15 wells)
  • Crude assay data (30 crudes)
  • Distillation unit data (400 records)
  • Refinery economics (12 months)
  • Pipeline inspection (300 records)
  • Cathodic protection (200)
  • Leak detection events (25)
  • Thermal plant data (500 records)
  • Emissions monitoring (300)
  • Renewable generation (400)
  • Power demand (365 days)
  • Gas trading contracts (30)
  • Carbon credits (20)
  • Energy mix projections
  • Green hydrogen data (100)
  • ESG reporting metrics

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

All the code

Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to build your ai for oil & gas / energy (global)?

First course free. $20 per course after that.