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$20

AI for Automotive & EV

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.

"Build CFD surrogate models for Bharat 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 simulation optimization

  2. 2

    Autonomous Driving & ADAS

    ADAS safety audit with sensor fusion analysis and path planning evaluation for Indian traffic

  3. 3

    EV Battery & Powertrain

    Battery health dashboard with SoH prediction, thermal risk scoring, and BMS parameter recommendations

  4. 4

    Manufacturing & Quality

    Production health brief with predictive maintenance risks, defect detection audit, and process improvements

  5. 5

    Supply Chain & Logistics

    Supply chain resilience plan with demand forecast, semiconductor risk assessment, and safety stock policy

  6. 6

    Connected Vehicles & Fleet

    Fleet intelligence dashboard with energy efficiency analysis, OTA readiness, and UBI risk 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?

First course free. $20 per course after that.