AI in Shipping
Course Summary
Course Type:
Certificate
Course.Provider:
Lloyds Maritime Academy
Course location:
Online
Posted:
9 months ago
Apply nowStarting 26 October 2023
Delivered by digital learning over 12 weeks
Your introduction to Artificial Intelligence in the shipping industry
Understand how machine learning and vessel automation is changing the maritime industry
What you'll learn
- The basics of Artificial Intelligence, Artificial Neurons, Perceptrons, MLP, Voted Perceptrons
- Current developments of Artificial Intelligence: Topology, Architecture of Artificial Neural Networks
- Preprocessing methods and ata forms
- Preprocessing with Principal Components Analysis
- Families of ANN (Perceptrons, MLP, RNN, TLRN, GFF, RBFN, SOFM, etc)
- Heuristics methods in computational intelligence: types, models
- AI solutions in back-office applications
- New trends in AI in shipping
Core Modules
- Module 1 - Introduction to AI: History and Current Developments
- Module 2 - Data Preprocessing and PCA
- Module 3 - Neural Networks and Families of Neural Networks
- Module 4 - Heuristics, Evolutionary Computation (GA), Hybrids
- Module 5 - Current Issues in Shipping and AI Solutions
- Module 6 - Effective AI Apps
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