Module 12 Presentations

07/02/2024

Artificial Intelligence Concepts

• Current developmental approaches to AI • Artificial Neural Network(s) • Recreation of human brain neural networks • Multiple nodes or neurons, arranged in multiple layers – think geological strata, but not set on a single axis. The information enters the neural network through the input layer on the outer edge & passes out the output layer. Can consist of many layers’ • Considered to be a “deep” neural network if it has multiple hidden layers. – have enabled computers to identify objects in images, read and understand natural language, and also teach AI to navigate in three-dimensional space like regular humans

The Organisation for Professionals in Regulatory Affairs

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Artificial Intelligence Concepts

• Current developmental approaches to AI • Machine Learning • A type of AI that enables a machine to learn on its own by analysing training data, so that it can improve its performance over time • Many types of ML – Programmes have identified a number of seemingly innocuous interactions in data sets – disease diet analysis, large dataset screening identifying common factors etc

The Organisation for Professionals in Regulatory Affairs

12

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