Logo
Maritech Academy

Maritime AI Practitioner

Hands-on skills to build and apply AI solutions in maritime workflows.

5 DaysIntermediate
Enroll Now Back to Academy
Maritime AI Practitioner

Course Overview

The Maritime AI Practitioner course moves beyond theory into practice. Participants work through the full applied AI workflow using maritime datasets - collecting and cleaning data, training and evaluating models, and integrating AI into operational tools while keeping safety and reliability front of mind.

What You Will Learn

Prepare and analyse maritime data for AI projects
Build, train, and evaluate machine learning models
Apply computer vision and predictive analytics to vessel data
Deploy and monitor AI solutions responsibly

Course Curriculum

A modular curriculum that builds knowledge and skills step by step.

Module 1

Data for Maritime AI

  • Data sources: sensors, AIS, CCTV, and logs
  • Cleaning, labelling, and structuring datasets
  • Exploratory data analysis and visualisation
Module 2

Machine Learning Fundamentals

  • Supervised and unsupervised learning
  • Model training, validation, and tuning
  • Measuring accuracy and avoiding overfitting
Module 3

Applied AI Techniques

  • Computer vision for visual inspection
  • Predictive maintenance and anomaly detection
  • Working with generative AI and LLMs
Module 4

Deployment & Operations

  • From prototype to production
  • Edge and cloud deployment on vessels
  • Monitoring, retraining, and model governance
Module 5

Capstone Project

  • End-to-end maritime AI use case
  • Team build and presentation
  • Feedback and next steps
Enroll Now
Live & Hands-On

Real Demos, Real Tools

This course goes beyond slides. Participants work with a maritime AI product suite and the AWS AI ecosystem through guided, practical demonstrations.

Ship-Eye.com + AWS

Hands-on: train and test a visual inspection model, then see how it scales on the AWS AI ecosystem.

Explore

AWS Data Analytics

Hands-on: build an NLP-powered document search over maritime records using Ship-File and AWS analytics services.

Explore

Amazon Q

Hands-on: use the Amazon Q personal agent to query operational data and generate insights conversationally.

Explore

Powered by AWS AI - an AWS Partner offering

Built on the AWS AI ecosystem - data analytics, NLP-powered document intelligence, and the Amazon Q personal agent. Every course includes live demos on real AWS services, so your teams learn skills they can put to work immediately.

Enroll Now