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Module Title
LI Artificial Intelligence and Machine Learning
School
Computer Science
Department
Computer Science
Module Code
06 34190
Module Lead
Leandro Minku
Level
Intermediate Level
Credits
20
Semester
Semester 2
Pre-requisites
Co-requisites
Restrictions
None
Contact Hours
Lecture-44 hours
Supervised time in studio/workshop-11 hours
Guided independent study-145 hours Total: 200 hours
Exclusions
Description
This module introduces the core concepts of artificial intelligence and machine learning. The principal focus of the module will be on the underlying principles such as knowledge representation, search, decision theory, probability, and statistical learning.
Learning Outcomes
By the end of the module students should be able to:
Explain and discuss a range of problems and techniques in artificial intelligence and machine learning
Understand applications of AI to real world situations and possible problems and limitations
Apply artificial intelligence and machine learning techniques to solve problems