COMP SCI 7306 - Mining Big Data
| Career: | Postgraduate Coursework |
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| Units: | 3 |
| Term: | 4210 |
| Campus: | North Terrace |
| Contact: | Up to 3 hours per week |
| Available for Study Abroad and Exchange: | Yes |
| Available for Non-Award Study: | No |
| Pre-Requisite: | COMP SCI 7201; Master Computer Science students are exempted from this pre-requisite requirement |
| Assumed Knowledge: | MATH 7027, (COMP SCI 7317 or COMP SCI 7327 or MATH 7107) |
| Incompatible: | COMP SCI 7403 |
| Assessment: | Quizzes and assignments |
| Syllabus: |
The Web and Internet Commerce provide extremely large datasets from which important information can be extracted by data mining. This course will cover practical algorithms for solving key problems in mining of massive datasets. It focuses on parallel algorithmic techniques that are used for large datasets in the area of cloud computing. Furthermore, stream processing algorithms for data streams that arrive constantly, page ranking algorithms for web search, and online advertisement systems are studied in detail. |
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 |
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| 4210 | Tue 15/03/2022 | Thu 24/03/2022 | Fri 06/05/2022 | Fri 10/06/2022 |
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Class Details
| Enrolment Class: Lecture | |||||||
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| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 10992 | LE01 | 86 | 17 | 4 Mar - 8 Apr | Friday | 9am - 11am | MyUni, OL, Online Class |
| 29 Apr - 3 Jun | Friday | 9am - 11am | MyUni, OL, Online Class | 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 |
| 11665 | WR02 | 43 | 10 | 21 Mar - 21 Mar | Monday | 4pm - 5pm | MyUni, OL, Online Class |
| 4 Apr - 4 Apr | Monday | 4pm - 5pm | MyUni, OL, Online Class | ||||
| 2 May - 2 May | Monday | 4pm - 5pm | MyUni, OL, Online Class | ||||
| 23 May - 23 May | Monday | 4pm - 5pm | MyUni, OL, Online Class | Note: This class is for offshore / interstate students only. Where this requirement is not met, students risk being removed from this class. Please refer to MyUni for details once enrolled. | |||
| 11666 | WR01 | 43 | 7 | 22 Mar - 22 Mar | Tuesday | 10am - 11am | Engineering Nth, N158, Chapman Lecture Theatre |
| 5 Apr - 5 Apr | Tuesday | 10am - 11am | Engineering Nth, N158, Chapman Lecture Theatre | ||||
| 3 May - 3 May | Tuesday | 10am - 11am | Engineering Nth, N158, Chapman Lecture Theatre | ||||
| 24 May - 24 May | Tuesday | 10am - 11am | Engineering Nth, N158, Chapman Lecture Theatre | Note: This class is only available for face-to-face (on-campus) students. | |||
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