Description

This course allows the introduction of material relating to Current advances in artificial intelligence topics, and technology. The course will focus on artificial neural networks, expert systems and machine learning, which are essential components of computational and statistical methods, and theoretical computer science. The course will also discuss recent applications of machine learning, such as data mining, face and speech recognition, and text and web data processing

Program

Computer Science - 144 CRs

Objectives

• 1. Expert Systems
  2. Machine Learning: Classification, Ensemble Methods, Clustering, Decision Tree, and Association Rules.
  3. Intelligent Mobile Agents
  4. Natural Language Processing
  5. AI Applications: image and speech recognition, data mining, and web mining, and
  6. Implementing software applications, Design intelligent systems that can adapt to both uncertainties and changes in their environments.
  7. Understand AI as the design of agents.