COMP SCI 7417 - Applied Natural Language Processing
| Career: | Postgraduate Coursework |
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| Units: | 3 |
| Term: | 4310 |
| 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 7210 and COMP SCI 7211) or COMP SCI 7201; M. Computer Science students are exempted from this pre-requisite. |
| Assumed Knowledge: | MATH 7027 and (COMP SCI 7317 or COMP SCI 7327 or MATH 7107) |
| 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
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.
The fees displayed below for international students are for students commencing a program in 2024 only. International students who commenced a program in 2023 or prior can find their fee here.
| EFTSL | |||
|---|---|---|---|
| 0.125 | |||
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Course Outline
A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here
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Critical Dates
| Term | Last Day to Add Online | Census Date | Last Day to WNF | Last Day to WF |
|---|---|---|---|---|
| 4310 | Tue 14/03/2023 | Thu 23/03/2023 | Fri 05/05/2023 | Fri 09/06/2023 |
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Class Details
| Enrolment Class: Lecture | |||||||
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| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 10064 | LE01 | 135 | 87 | 27 Feb - 3 Apr | Monday | 10am - 12pm | Engineering Nth, N158, Chapman Lecture Theatre |
| 24 Apr - 29 May | Monday | 10am - 12pm | Engineering Nth, N158, Chapman Lecture Theatre | Note: This lecture is live-streamed and recorded. You have the option of participating during the live-streaming session, or viewing any time after publication in MyUni. Please check MyUni for details once enrolled. | |||
| Related Class: Workshop | |||||||
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 10065 | WR02 | 45 | 23 | 10 Mar - 10 Mar | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room |
| 24 Mar - 24 Mar | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 7 Apr - 7 Apr | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 5 May - 5 May | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 19 May - 19 May | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 2 Jun - 2 Jun | Friday | 12pm - 1pm | Ingkarni Wardli, B18, Teaching Room | Note: This class is only available for face-to-face (on-campus) students. | |||
| 10066 | WR01 | 45 | 24 | 7 Mar - 7 Mar | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room |
| 21 Mar - 21 Mar | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 4 Apr - 4 Apr | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 2 May - 2 May | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 16 May - 16 May | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room | ||||
| 30 May - 30 May | Tuesday | 2pm - 3pm | Ingkarni Wardli, B18, Teaching Room | Note: This class is only available for face-to-face (on-campus) students. | |||
| 11680 | WR03 | 45 | 40 | 7 Mar - 7 Mar | Tuesday | 3pm - 4pm | MyUni, OL, Online Class |
| 21 Mar - 21 Mar | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 4 Apr - 4 Apr | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 2 May - 2 May | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 16 May - 16 May | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 30 May - 30 May | Tuesday | 3pm - 4pm | MyUni, OL, Online Class | Note: This class is for offshore students only. Please refer to MyUni for details once enrolled. | |||
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