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$20

AI for Automotive & EV (Global)

Deep specialization in AI for vehicle design & simulation, autonomous driving & ADAS, EV battery & powertrain, manufacturing quality, supply chain & logistics, and connected vehicles & fleet management. Built for automotive and EV engineers in the US, UK, EU, and Australia.

"Build CFD surrogate models for US NCAP / Euro NCAP, predict battery SoH degradation, detect manufacturing defects with AI vision, and score fleet drivers for usage-based insurance"

6 Modules

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

  1. 1

    Vehicle Design & Simulation

    AI-assisted design recommendation with CFD surrogate analysis and crash optimization for US NCAP / Euro NCAP (FMVSS / UNECE) compliance

  2. 2

    Autonomous Driving & ADAS

    ADAS safety audit with sensor fusion and path planning, against ISO 26262 ASIL and ISO 21448 SOTIF / UL 4600

  3. 3

    EV Battery & Powertrain

    Battery health dashboard with SoH prediction and thermal-runaway risk scoring, for UN GTR 20 / FMVSS 305 / UL 2580 compliance

  4. 4

    Manufacturing & Quality

    Production health brief with predictive maintenance, AI-vision defect detection, and IATF 16949 / VDA 6.3 quality calibration

  5. 5

    Supply Chain & Logistics

    Supply chain resilience plan with EV demand forecast under IRA 30D/45W and global Tier-1 supplier risk scoring

  6. 6

    Connected Vehicles & Fleet

    Fleet intelligence dashboard with OTA rollout per UNECE R156 / ISO-SAE 21434 and UBI driver scoring

Production patterns you'll master

Vehicle DesignADASBattery AIManufacturingSupply ChainFleet Management

Synthetic data included

  • Vehicle CFD results (10)
  • Topology optimization (6 cases)
  • Crash simulation (15 runs)
  • ADAS perception logs (5 sessions)
  • Sensor fusion data (20 frames)
  • Path planning scenarios (6)
  • Battery cycle data (6 cells)
  • BMS telemetry (20 records)
  • Thermal incidents (5)
  • Paint defect data (20)
  • Press vibration (20)
  • Assembly quality (15)
  • Semiconductor lead times (15)
  • Demand forecast (36 months)
  • Supplier risk scores (12)
  • Fleet telematics (15)
  • OTA update rollout (8)
  • UBI driving data (20)

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 automotive & ev (global)?

First course free. $20 per course after that.