Unit Catalogue

Back to Unit Search

PRT597 - Natural Language Processing

2025

Sector

Higher Education

Discipline

Information Technology

Credit Points

Equivalent Units

Prerequisites

Must have passed 1 unit in (PRT596)

Incompatible

Assumed Knowledge

Unit Description

This unit introduces computational linguistics and algorithms to process written and spoken language(s). It covers the foundations of natural language processing (NLP) and speech recognition such as language modelling, formal grammars, statistical parsing, machine translation, and dialogue processing. The unit gives the students the opportunity to learn about modern NLP and speech recognition techniques and applying NLP techniques to solve practical problems. In addition, this subject discusses the ethical issues associated to using Artificial Intelligence to produce writings.

Unit Learning Outcomes

1.	Apply natural language processing and speech recognition techniques to develop solutions for processing written and spoken language(s).
2.	Investigate the social and ethical issues associated to using Artificial Intelligence to produce writings.
3.	Critically analyse and implement the computational linguistics models, methods, algorithms in a solution to a problem and analyse their limitations
4.	Explicate and communicate scientific and technical information with the stakeholders in collaboration with peers.

Assessment Overview

	Assessment Task	Value (of total mark)	Related Learning Outcome/s
1.	Individual Proect Proposal (1000 words)	10%	'1
2.	Individual Project Report	20%	1,3'
3.	Group Project Report (Groups of 3-5 students, equivalent to 1000 words per student)	40%	'1,2,3,4' information with the stakeholders in collaboration with peers.
4.	Group Presentation (15 minutes per group)	10%	'1,4' information with the stakeholders in collaboration with peers.
5.	Final Individual Oral (30 mins)	20%	'1,2,3

Unit Availability

Year	Semester	Att Mode	Location	Learning Method	Timetable*
2025	Semester 1	Internal	CDU Sydney	OLS	View
2025	Semester 1	Internal	Danala - Education and Community Precinct	OLS	View
2025	Semester 1	Internal	External Studies	OLR	View

* Timetable will be displayed in new tab or window depending on your browser's configuration; ensure Pop-ups are allowed for this site to view the timetable.

OL/OLS: Supplementary material will be provided on-line through Learnline. For more information about Learnline, please click here.

OLR: Internet access is required for this unit as students are required to access study materials provided on-line through Learnline. Please log into Learnline on the first day of each teaching period. For more information about Learnline, please click here.

Critical Dates

Important Dates for Students

Fee Information:
Fees and Payments
Student Services and Amenities Fees
2025 Domestic Unit Fees (PDF)
2025 Incidental Fees (PDF)