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

01. Critically assess the scope of artificial intelligence theories and applications
02. Devise appropriate representations of search problems and knowledge representation schemes
03. Represent diverse situations using knowledge representation schemes
04. Design and develop AI models for real world problems

Subject options

Select to view your study options…

Start date between: and    Key dates

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 elementCommentsCategoryContributionHurdle% ILO*

One 3000-word assignment

N/AAssignmentIndividualNo60 SILO2, SILO3, SILO4

One 2-hour examination (equivalent to 2000 words)

N/ACentral examIndividualNo40 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 elementCommentsCategoryContributionHurdle% ILO*

One 3000-word assignment

N/AAssignmentIndividualNo60 SILO2, SILO3, SILO4

One 2-hour examination (equivalent to 2000 words)

N/ACentral examIndividualNo40 SILO1, SILO2, SILO3

Melbourne (Bundoora), 2021, Summer, Day

Overview

Online enrolmentYes

Maximum enrolment sizeN/A

Subject Instance Co-ordinatorNasser Sabar

Class requirements

Computer LaboratoryWeek: 46 - 6
One 2.00 hours computer laboratory per week on weekdays during the day from week 46 to week 6 and delivered via face-to-face.

LectureWeek: 46 - 6
One 2.00 hours lecture per week on weekdays during the day from week 46 to week 6 and delivered via face-to-face.

Assessments

Assessment elementCommentsCategoryContributionHurdle% ILO*

One 3000-word assignment

N/AAssignmentIndividualNo60 SILO2, SILO3, SILO4

One 2-hour examination (equivalent to 2000 words)

N/ACentral examIndividualNo40 SILO1, SILO2, SILO3