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COMP SCI 7417 - Applied Natural Language Processing

Career: Postgraduate Coursework
Units: 3
Term: Semester 1
Campus: North Terrace
Contact: Up to 3 hours per week
Available for Study Abroad and Exchange:
Available for Non-Award Study: No
Pre-Requisite: (COMP SCI 7211 and MATHS 7027) or COMP SCI 7317 or COMP SCI 7327
Assumed Knowledge: MATHS 7027 and (COMP SCI 7317 or COMP SCI 7327 or MATH 7107)
Incompatible: COMP SCI 4417, COMP SCI 4817, COMP SCI 7717
Assessment: Individual assignments, quizzes and mini projects
Syllabus:

This course examines machine learning techniques that obtain leading results on the problem of natural language processing (NLP). NLP is a critical step towards effective communication between people and machines. The course teaches how to represent words and text and use both classical and modern machine learning models and Generative AI for text understanding, prediction and generation. This will be reinforced by applying NLP tools to solve practical problems through examples, workshops and projects.

Course Fees

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Student Status

Domestic
International

What type of place are you studying in

Commonwealth supported
Full fee paying

Study Level

Undergraduate
Postgraduate Coursework
Non Award

Program of Study

Study Abroad student tuition fees are available here

Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.

Units
 EFTSL
Amount
3
 0.125
          
  


Course Outline

A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here


Critical Dates

Term Last Day to Add Online Census Date Last Day to WNF Last Day to WF
Semester 1 Mon 17/03/2025 Thu 27/03/2025 Fri 09/05/2025 Fri 13/06/2025


Class Details

Enrolment Class: Lecture
Class Nbr Section Size Available Dates Days Time Location
10080 LE01 50 35 6 Mar - 10 Apr Thursday 2pm - 4pm Darling West, G14, Darling West Lecture Theatre
1 May - 12 Jun Thursday 2pm - 4pm Darling West, G14, Darling West Lecture Theatre
Related Class: Workshop
Class Nbr Section Size Available Dates Days Time Location
10081 WR02 30 29 14 Mar - 14 Mar Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
28 Mar - 28 Mar Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
11 Apr - 11 Apr Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
9 May - 9 May Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
23 May - 23 May Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
6 Jun - 6 Jun Friday 4pm - 6pm Ingkarni Wardli, B18, Teaching Room
10082 WR01 20 12 13 Mar - 13 Mar Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
27 Mar - 27 Mar Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
10 Apr - 10 Apr Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
8 May - 8 May Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
22 May - 22 May Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
5 Jun - 5 Jun Thursday 5pm - 7pm Ingkarni Wardli, B18, Teaching Room
11455 WR03 25 19 14 Mar - 14 Mar Friday 2pm - 4pm Benham, G25, Peter Martin Room
28 Mar - 28 Mar Friday 2pm - 4pm Benham, G25, Peter Martin Room
11 Apr - 11 Apr Friday 2pm - 4pm Benham, G25, Peter Martin Room
9 May - 9 May Friday 2pm - 4pm Benham, G25, Peter Martin Room
23 May - 23 May Friday 2pm - 4pm Benham, G25, Peter Martin Room
6 Jun - 6 Jun Friday 2pm - 4pm Benham, G25, Peter Martin Room
Related Class: Assessment
Class Nbr Section Size Available Dates Days Time Location
15690 AS01 32 26 12 Jun - 12 Jun Thursday 5pm - 7pm Engineering & Mathematics, EM108, CAT Suite
15691 AS02 22 22 13 Jun - 13 Jun Friday 4pm - 6pm Engineering & Mathematics, EM108, CAT Suite
15692 AS03 18 9 13 Jun - 13 Jun Friday 2pm - 4pm Ingkarni Wardli, B16, CAT Suite