AI4GOV - Module C. Basic concepts and techniques in AI in the context of public services: Neural networks - Presentation
This presentation is part of the Module C of the AI4GOV Master. The Module provides an overview of the different types of techniques that are being used for the development and deployment of AI-based services (in the public sector and in industry).
Students will learn to differentiate between different types of knowledge, learn the main techniques that are used for knowledge representation, for data mining, for machine learning and for deep learning, and the different groups of tasks that can be solved with all these techniques, and when each of them are applicable.
Neural Networks - Learning outcomes
This presentation explores neural networks in general, and deep learning in particular. Students will understand how they work and their potential applications for many types of tasks.