COMP SCI 7417 - Applied Natural Language Processing
| Career: | Postgraduate Coursework |
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| Units: | 3 |
| Term: | Trimester 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
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.
| 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 |
|---|---|---|---|---|
| Trimester 1 | Mon 17/02/2025 | Thu 20/02/2025 | Fri 04/04/2025 | Wed 30/04/2025 |
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Class Details
| Enrolment Class: Lecture | |||||||
|---|---|---|---|---|---|---|---|
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 30138 | LE01 | 150 | 32 | 6 Feb - 1 May | Thursday | 1pm - 3pm | Physics, 103, Kerr Grant Lecture Theatre |
| Related Class: Workshop | |||||||
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 30067 | WR03 | 50 | 18 | 14 Feb - 14 Feb | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room |
| 28 Feb - 28 Feb | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 14 Mar - 14 Mar | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 28 Mar - 28 Mar | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 11 Apr - 11 Apr | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 30076 | WR02 | 50 | 13 | 14 Feb - 14 Feb | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room |
| 28 Feb - 28 Feb | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 14 Mar - 14 Mar | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 28 Mar - 28 Mar | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 11 Apr - 11 Apr | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 30139 | WR01 | 50 | 1 | 12 Feb - 12 Feb | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room |
| 26 Feb - 26 Feb | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 12 Mar - 12 Mar | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 26 Mar - 26 Mar | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 9 Apr - 9 Apr | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| 23 Apr - 23 Apr | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room | ||||
| Related Class: Assessment | |||||||
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 30163 | AS01 | 50 | 6 | 30 Apr - 30 Apr | Wednesday | 1pm - 3pm | Engineering & Mathematics, EM105, Teaching Room |
| 30164 | AS02 | 50 | 20 | 2 May - 2 May | Friday | 11am - 1pm | Engineering & Mathematics, EM105, Teaching Room |
| 30165 | AS03 | 50 | 6 | 2 May - 2 May | Friday | 3pm - 5pm | Engineering & Mathematics, EM105, Teaching Room |
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