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$20

AI for Metallurgy & Materials (Global)

Deep specialization in AI for alloy design, steelmaking process control, heat treatment optimization, casting & foundry, corrosion & failure analysis, and quality control with NDT. Built for metallurgical engineers and materials scientists in the US, UK, EU, and Australia.

"Predict alloy properties from composition, detect blast furnace silicon excursions, optimize heat treatment for target microstructure, and classify NDT indications against ASME/ISO 9712 standards"

6 Modules

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

  1. 1

    AI for Alloy Design & Composition Optimization

    AI-optimized alloy composition recommendation with property predictions, targeting ASTM/SAE/EN grade specs

  2. 2

    AI for Steel & Iron Making Process Control

    Steelmaking process control dashboard with endpoint predictions, within IATF 16949 quality controls

  3. 3

    AI for Heat Treatment & Microstructure Prediction

    Heat treatment optimization report with CCT/TTT-based microstructure predictions for target hardness

  4. 4

    AI for Casting & Foundry Optimization

    Casting process optimization with defect prediction model for ASTM A536/A48 grades

  5. 5

    AI for Corrosion & Failure Analysis

    Material selection report with corrosion and failure risk assessment, per NACE MR0175 / ISO 15156 for sour service

  6. 6

    AI for Quality Control & NDT

    QC dashboard with SPC analysis and NDT classification, against ASME BPVC Section V / ISO 9712 / ASTM acceptance criteria

Production patterns you'll master

Alloy DesignProcess ControlHeat TreatmentCasting OptimizationFailure AnalysisQuality & NDT

Synthetic data included

  • Alloy compositions (50)
  • Phase diagram data (12 systems)
  • Material properties (40)
  • Blast furnace data (400 records)
  • BOF heat data (30)
  • Continuous casting (300 records)
  • Heat treatment records (200)
  • CCT/TTT data (8 steels)
  • Microstructure metadata (25)
  • Casting process data (250)
  • Defect analysis (35)
  • Simulation parameters (15)
  • Corrosion test data (200)
  • Failure investigation (15 cases)
  • Material selection matrix (20)
  • Mechanical test results (300)
  • NDT inspections (40)
  • SPC charts data (150)

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 metallurgy & materials (global)?

First course free. $20 per course after that.