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Course in Data Certification for Autonomous Drones

Online 300-hour course in data certification for autonomous drones. 6 modules covering Implementing Regulation (EU) 2019/947 (UAS operations), ISO 19157 (geographic data quality) and Pix4Dmapper. Dedicated tutor and open enrolment.

Duration300 h
ModeOnline
Start datesOctober / March
LocationEurope (Madrid)
AwardSEIUM Institute diploma
Virtual lab · try it before you enrol

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Run a real engineering trade-off from this programme. Move the sliders, watch the model react in real time and beat the challenge.

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Learning outcomes

What you will be able to do

01

Define drone-captured data as a product with quality requirements.

02

Document traceability and metadata in line with ISO 19115.

03

Assess positional and thematic accuracy using standardised methods.

04

Establish reproducible and version-controlled processing workflows.

05

Apply operational, privacy and data protection requirements.

06

Prepare the delivery and preservation of certifiable data.

07

Design a data certification procedure for a real operation.

Profile

Who it's for

  • Geospatial data engineer with drones who wants to specialise in Data Certification for Autonomous Drones.
  • Quality manager for cartographic products who wants to specialise in Data Certification for Autonomous Drones.
  • Photogrammetry technician who wants to specialise in Data Certification for Autonomous Drones.
  • UAS operator specialised in data capture who wants to specialise in Data Certification for Autonomous Drones.
  • Inspection data manager who wants to specialise in Data Certification for Autonomous Drones.
  • Compliance consultant in unmanned operations who wants to specialise in Data Certification for Autonomous Drones.
  • Graduates in engineering or science seeking to enter surveying and cartography.
Standards & tools

What you'll work with

  • Implementing Regulation (EU) 2019/947 (UAS operations)
  • ISO 19157 (geographic data quality)
  • ISO 19115 (geographic metadata)
  • Delegated Regulation (EU) 2019/945 (unmanned aircraft systems)
  • ASPRS Positional Accuracy Standards for Digital Geospatial Data
  • Directive 2007/2/EC (INSPIRE)
  • Regulation (EU) 2016/679 (GDPR)
Syllabus

6 modules · 300 h

  1. 1.1Types of data generated: telemetry, imagery, position and sensor data
  2. 1.2Uses of data: inspection, mapping, agriculture and monitoring
  3. 1.3Quality requirements by application
  4. 1.4The concept of data certification
  5. 1.5Difference between certifying the system and certifying the data
  6. 1.6Stakeholders: operator, laboratory, client and authority
  7. 1.7Applicable standards for geographic information quality
  8. 1.8Sector vocabulary and acronyms
  9. 1.9Regulatory sources and how to access them
  10. 1.10Exercise: define the quality requirements of a product
  1. 2.1Minimum metadata for a capture
  2. 2.2Timestamp and time reference
  3. 2.3Georeferencing and reference systems
  4. 2.4Recording the sensor configuration
  5. 2.5Recording the flight plan and actual execution
  6. 2.6Chain of custody of data
  7. 2.7File integrity and digital signatures
  8. 2.8Versioning and management of derived products
  9. 2.9Cataloguing and publishing metadata
  10. 2.10Practice: define the metadata profile of a project
  1. 3.1Absolute and relative positional accuracy
  2. 3.2Ground control points and their measurement
  3. 3.3Real-time kinematic and post-processed positioning
  4. 3.4Sensor and camera calibration
  5. 3.5Ground resolution and product scale
  6. 3.6Systematic errors and their correction
  7. 3.7Independent validation of the product
  8. 3.8Accuracy report and its content
  9. 3.9Uncertainty and how to communicate it to the client
  10. 3.10Practice: calculate and document the accuracy of a flight
  1. 4.1Processing workflow and its stages
  2. 4.2Processing parameters and their recording
  3. 4.3Digital models, orthophotos and point clouds
  4. 4.4Quality control at each stage
  5. 4.5Reproducibility of results
  6. 4.6Software used and its version
  7. 4.7Automated processing and human review
  8. 4.8Detection of artefacts and gaps
  9. 4.9Archiving of raw and intermediate data
  10. 4.10Practice: document a processing workflow
  1. 5.1Data protection in captures involving people
  2. 5.2Licences and data ownership
  3. 5.3Contractual delivery requirements
  4. 5.4Exchange formats and interoperability
  5. 5.5Data service level agreements
  6. 5.6Storage, backup and retention periods
  7. 5.7Secure deletion at the end of the contract
  8. 5.8Client audit of the process
  9. 5.9Claims for product quality
  10. 5.10Practice: delivery specification for a product
  1. 6.1Choice of application and client
  2. 6.2Specification of data requirements
  3. 6.3Design of the capture plan and ground control
  4. 6.4Metadata profile and traceability
  5. 6.5Accuracy validation plan
  6. 6.6Documented processing workflow
  7. 6.7Compliance and preservation plan
  8. 6.8Delivery specification and service agreement
  9. 6.9Technical report
  10. 6.10Project defence
Methodology, software & labs

How you'll learn

100 % online training on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. No fixed timetable: students progress at their own pace within the intake, which makes it easy to combine with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is Pix4Dmapper, Agisoft Metashape, QGIS, CloudCompare, Python (pandas), in free, academic or evaluation versions. Tests are studied using real validation procedures with GNSS ground control points, metadata and traceability auditing, and reproducible photogrammetric processing. Assessment is continuous by module plus the final integrative project.

Accreditable laboratories(EN ISO/IEC 17025) with a rotor test bench, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-focused Master's Thesis:safety case, test plan, compliance dossier and operational limits.
Industry mentoring:lecturers with track records in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:a safety-by-design approach, with cyber-OT, DIH and compliance as its pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Choice of application and client

Define drone-captured data as a product with quality requirements.

Specification of data requirements

Document traceability and metadata in line with ISO 19115.

Design of the capture plan and ground control

Assess positional and thematic accuracy using standardised methods.

Metadata profile and traceability

Establish reproducible and version-controlled processing workflows.

Accuracy validation plan

Apply operational, privacy and data protection requirements.

Career opportunities

Where this takes you

Geospatial data engineer with dronesQuality manager for cartographic productsPhotogrammetry technicianUAS operator specialised in data captureInspection data managerCompliance consultant for unmanned operations
Admissions & scholarships

Requirements

  • No prior degree required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient level of Spanish to follow technical regulatory texts.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 300 hours spread over 3 to 5 months. That is an average of between 10 and 15 hours per week, compatible with a full-time job.

The course works with Pix4Dmapper, Agisoft Metashape, QGIS, CloudCompare, Python (pandas). Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

An in-house SEIUM diploma upon passing the continuous assessment and the integrative project. This is in-house training, not an official qualification from the Spanish Ministry.

Yes. Modules passed in a course or postgraduate diploma in the same area can be recognised towards the advanced programme. Check the recognition policy when you enrol.

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