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Course Summary


Course Type:

Certificate


Course.Provider:

Lloyds Maritime Academy


Course location:

Online


Posted:

Date.OneYearAgo

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Starting 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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Introduction to Artificial Intelligence in the shipping industry

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