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Course module: 202200145
202200145
Artificial Intelligence and Cyber Security
Course info
Course module202200145
Credits (ECTS)6
Course typeStudy Unit
Language of instructionEnglish
Contact persondr.ir. R. Klaassen
E-mailr.klaassen@utwente.nl
Lecturer(s)
PreviousNext 3
Examiner
N. Bouali
Examiner
dr.ir. A. Continella
Examiner
dr. L. Gatti
Contactperson for the course
dr.ir. R. Klaassen
Lecturer
dr.ir. R. Klaassen
Academic year2022
Starting block
1B
RemarksPart of module 6 TCS/BIT. TCS/BIT students register in Osiris; others contact modulesupport-tcs@utwente.nl.
Application procedureYou apply via OSIRIS Student
Registration using OSIRISYes
Number of insufficient tests1
Aims
  • The student can explain and apply the main AI techniques concerning logical reasoning, search, Bayesian networks and machine learning.
  • The student can compare different types of AI techniques and discuss their advantages and disadvantages. 
  • The student can recall the historical development of the AI field. 
Content
Artificial Intelligence and Cyber Security gives an introduction to the field and its basic formalisms and methods and their applications. The course offers knowledge and techniques for Logic (building upon Discrete Mathematics in M1), Search, Probabilistic Reasoning, Machine Learning (building upon what was introduced in M1) and applications of AI in Cyber Security. These foundational techniques are widely applicable. In this module they are applied in combined theoretical and practical tutorial sessions with weekly mandatory practical assignments connected to the AI theory of that week.
 
Module
Module 6
Participating study
Bachelor Technical Computer Science
Participating study
Bachelor Business & IT
Required materials
Book
Artificial Intelligence: A Modern Approach: Global Edition Stuart Russell; Peter Norvig. ISBN: 978-1292401133
Recommended materials
-
Instructional modes
Lecture

Practical
Presence dutyYes

Project supervised
Presence dutyYes

Tutorial

Tests
AI. & Cyber Security Theory

AI. & Cyber Security Practice

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Kies de Nederlandse taal