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Cursus: 202000993
202000993
Artificial Intelligence
Cursus informatie
Cursus202000993
Studiepunten (ECTS)5
CursustypeOnderwijseenheid
VoertaalEngels
Contactpersoondr.ir. R. Klaassen
E-mailr.klaassen@utwente.nl
Docenten
VorigeVolgende 1
Examinator
dr. M. Gerhold
Contactpersoon van de cursus
dr. M. Gerhold
Docent
dr. M. Gerhold
Contactpersoon van de cursus
dr.ir. R. Klaassen
Docent
dr.ir. R. Klaassen
Collegejaar2023
Aanvangsblok
1B
OpmerkingOnly for repeat students who need to re-take the exam from last year.
AanmeldingsprocedureZelf aanmelden via OSIRIS Student
Inschrijven via OSIRISJa
Cursusdoelen
The student can explain and apply the main AI-techniques concerning search, logic, Bayesian networks and machine learning.
The student can work with data structures and implement algorithms in an object oriented programming language
Inhoud

In the academic year 2023-2024 this study unit is only open for registration by repeat students who need to re-take the exam from last year.

All others please refer to the new module Interaction Design 202300215 . 

Artificial Intelligence Theory gives an introduction to the basic formalisms and methods of AI. The approach taken is based on the concept of a rational agent which has to act (not only to think) in a (partially observable) environment. The following AI formalisms are covered: search, search in the context of games, reasoning, reasoning under uncertainty, and how an agent can learn from data.  Artificial Intelligence Practice covers programming skills for a wide range of topics related to AI, algorithms, and data structures. Topics of the course include basic search strategies, trees, graphs, references and pointers, compilation, interpretation, emulation, search heuristics, an introduction to complexity, and recursion.

Manual enrollment via Osiris is only for Creative Technology students. If you want to enroll, please contact K. Zalewska (k.zalewska-kurek@utwente.nl).
Voorkennis
We expect students (1) to be able to apply the basic rules of probability and methods of statistics; (2) to be able to program applications by writing and combining algorithms; No prior knowledge on Artificial Intelligence is expected.
Participating study
Bachelor Creative Technology
Verplicht materiaal
-
Aanbevolen materiaal
Book
Artificial Intelligence: A Modern Approach: Global Edition Stuart Russell; Peter Norvig. ISBN: 978-1292401133
Book
Think Python 2nd Edition (Free book, provided via Canvas)
Werkvormen
Hoorcollege

Practicum
AanwezigheidsplichtJa

Toetsen
Theory

Opmerking
Written test

Practice

Opmerking
Written test
Practical assignments
Final assignment and oral

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