ARTIFICIAL INTELLIGENCE FUNDAMENTALS
CSE4002
2021
Credit points: 15
Subject outline
Artificial Intelligence (AI) is the field of engaging computers for reasoning and decision-making. In this subject, you will be introduced to fundamental concepts and different application fields of AI. Main topics include searching, knowledge representation and reasoning, expert system design and development, responsible AI principles and applications. Practice on design and development of AI models for real world problems will be offered in labs.
SchoolEngineering and Mathematical Sciences
Credit points15
Subject Co-ordinatorNasser Sabar
Available to Study Abroad/Exchange StudentsYes
Subject year levelYear Level 4 - UG/Hons/1st Yr PG
Available as ElectiveNo
Learning ActivitiesN/A
Capstone subjectNo
Subject particulars
Subject rules
PrerequisitesCSE4IP
Co-requisitesN/A
Incompatible subjectsCSE2AIF
Equivalent subjectsN/A
Quota Management StrategyN/A
Quota-conditions or rulesN/A
Special conditionsN/A
Minimum credit point requirementN/A
Assumed knowledgeN/A
Learning resources
Artificial intelligence: A modern approach
Resource TypeBook
Resource RequirementRecommended
AuthorRussel, S. and Norvig, P.
Year2016
Edition/Volume3rd
PublisherN/A
ISBNN/A
Chapter/article titleN/A
Chapter/issueN/A
URLN/A
Other descriptionN/A
Source locationN/A
Artificial intelligence: structures and strategies for complex problem solving.
Resource TypeBook
Resource RequirementPrescribed
AuthorLuger, G.
Year2009
Edition/Volume6th
PublisherADDISON WESLEY
ISBNN/A
Chapter/article titleN/A
Chapter/issueN/A
URLN/A
Other descriptionN/A
Source locationN/A
Career Ready
Career-focusedNo
Work-based learningNo
Self sourced or Uni sourcedN/A
Entire subject or partial subjectN/A
Total hours/days requiredN/A
Location of WBL activity (region)N/A
WBL addtional requirementsN/A
Graduate capabilities & intended learning outcomes
Graduate Capabilities
Intended Learning Outcomes
Subject options
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Melbourne (Bundoora), 2021, Semester 1, Day
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Subject Instance Co-ordinatorNasser Sabar
Class requirements
Computer LaboratoryWeek: 11 - 22
One 2.00 hours computer laboratory per week on weekdays during the day from week 11 to week 22 and delivered via face-to-face.
LectureWeek: 10 - 22
One 2.00 hours lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
Assessments
| Assessment element | Category | Contribution | Hurdle | % | ILO* |
|---|---|---|---|---|---|
One 3000-word assignment | Assignment | Individual | No | 60 | SILO2, SILO3, SILO4 |
One 2-hour examination (equivalent to 2000 words) | Central exam | Individual | No | 40 | SILO1, SILO2, SILO3 |
Melbourne (Bundoora), 2021, Semester 2, Day
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Subject Instance Co-ordinatorNasser Sabar
Class requirements
Computer LaboratoryWeek: 11 - 22
One 2.00 hours computer laboratory per week on weekdays during the day from week 11 to week 22 and delivered via face-to-face.
LectureWeek: 10 - 22
One 2.00 hours lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
Assessments
| Assessment element | Category | Contribution | Hurdle | % | ILO* |
|---|---|---|---|---|---|
One 3000-word assignment | Assignment | Individual | No | 60 | SILO2, SILO3, SILO4 |
One 2-hour examination (equivalent to 2000 words) | Central exam | Individual | No | 40 | SILO1, SILO2, SILO3 |