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$20

AI for Aerospace & Drones (India)

Deep specialization in AI for flight path optimization, satellite remote sensing, aircraft predictive maintenance, aerodynamic simulation, autonomous navigation & swarms, and space mission planning. Built for aerospace engineers and drone professionals.

"Plan a battery-constrained drone survey with DGCA airspace compliance, validate CFD against wind tunnel data, and build a conjunction assessment brief for ISRO ground control"

6 Modules

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

  1. 1

    AI for Flight Path Optimization

    Optimized drone survey mission plan with airspace compliance under DGCA UAS rules

  2. 2

    Satellite & Remote Sensing AI

    Crop health alert system with multi-source validation using ISRO Cartosat/Resourcesat data

  3. 3

    Predictive Maintenance for Aircraft

    Fleet health dashboard with maintenance recommendations, kept advisory to airworthiness per DGCA CAR

  4. 4

    Aerodynamic Simulation with AI

    CFD validation report for UAV airfoil selection, benchmarked to NAL wind-tunnel data

  5. 5

    Autonomous Navigation & Swarms

    Swarm contingency plan with sensor-fusion fallback and DGCA BVLOS compliance

  6. 6

    Space Mission AI Applications

    Mission status brief for ground control with debris conjunction assessment per ISRO/IADC practice

Skills you'll practise

Flight Path OptimizationRemote SensingPredictive MaintenanceSurrogate ModelsSensor FusionOrbital Mechanics

Practice data included

  • Drone flight data (400 records)
  • Airspace zones (50 DGCA)
  • Terrain elevation (200 points)
  • Satellite metadata (30 images)
  • NDVI readings (500)
  • Land-use classifications (100)
  • Engine sensor data (600 readings)
  • Fleet maintenance log (45 events)
  • Component life limits (25 parts)
  • Airfoil parameters (15 profiles)
  • CFD results (200 points)
  • Wind tunnel data (150 points)
  • Waypoint data (30)
  • Sensor fusion log (300)
  • Swarm scenarios (5)
  • Orbit parameters (10 ISRO)
  • Telemetry data (400 packets)
  • Debris catalog (40 objects)
  • Launch window scenarios (6)

How this certificate is scored

Your certificate shows how many of your written answers met the rubric below, checked by an AI grader. Anyone who checks your certificate sees it.

  • You answer 6 short questions, one for each module, in your own words (at least 40 words each).
  • An AI grader checks each answer against what its module asks for: it must answer the question, use the course's practice case specifically, and be correct.
  • To pass, at least 5 of the 6 answers must meet that bar. The certificate says the answers were graded by AI.

The rubric

  1. Module 1, AI for Flight Path Optimization: Optimized drone survey mission plan with airspace compliance under DGCA UAS rules.
  2. Module 2, Satellite & Remote Sensing AI: Crop health alert system with multi-source validation using ISRO Cartosat/Resourcesat data.
  3. Module 3, Predictive Maintenance for Aircraft: Fleet health dashboard with maintenance recommendations, kept advisory to airworthiness per DGCA CAR.
  4. Module 4, Aerodynamic Simulation with AI: CFD validation report for UAV airfoil selection, benchmarked to NAL wind-tunnel data.
  5. Module 5, Autonomous Navigation & Swarms: Swarm contingency plan with sensor-fusion fallback and DGCA BVLOS compliance.
  6. Module 6, Space Mission AI Applications: Mission status brief for ground control with debris conjunction assessment per ISRO/IADC practice.

What you walk away with

Shareable portfolio

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

Everything you build

Download all your work as a ZIP file. It is yours to keep.

Module walkthrough

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

Ready to start AI for Aerospace & Drones (India)?

First course free. $20 per course after that.