FIT3163 Data science project 1
Faculty of Information Technology
FIT3163 Data science project 1 is a level 3, 6-credit-point, undergraduate unit from the Faculty of Information Technology, offered in 2022 in Semester 1 and Semester 2 at Clayton and Malaysia. It needs FIT1043, FIT2004, FIT2094 and (FIT1049 or FIT1055) and unlocks 1 unit.
- Credit points
- 6
- Offered in 2022
- Semester 1, Semester 2
- Clayton, Malaysia
- Assessment
- No exam
- 7 tasks
- Workload
- 144 hours
- per semester
This is the 2022 handbook entry. See the 2027 entry.
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Requisites
Before FIT3163
Corequisites
Pass these before, or take them in the same semester.
Prohibitions
You can't enrol if you have passed any of these.
Prerequisites
Pass these before you enrol.
After FIT3163
1 unit list FIT3163 as a prerequisite or corequisite.
Overview
This unit provides practical experience in researching, designing, developing and evaluating a non-trivial data science project. Projects involve whole or part of the data science process (visualisation, analysis, algorithms, etc.) but can also be software-based, or they may involve investigation of theory. Projects if software-based should cover analysis through design to implementation and sting. Comprehensive written documentation on the project is required. Students are assigned in groups to a project supervisor. There are no lectures in this unit, although you will be expected to attend regular meetings with your project supervisor. The unit is the first part of a 12-credit point project sequence; the second part and exit point for the project is FIT3164.
Offerings in 2022
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Clayton | On campus |
| First semester | Malaysia | On campus |
| Second semester | Clayton | On campus |
| Second semester | Malaysia | On campus |
Assessment
- Journal EntriesOther10%
- Project Management Case StudiesOther10%
- Project Management QuizzesIn class test10%
- Project DesignProject10%
- Project Progress Report InterviewProject5%
- Project Proposal with Literature ReviewProject45%
- Presentation of Project PlanProject10%
Learning outcomes
When you finish this unit, you should be able to:
- 1
Recognise and execute the factors essential for successful management of systems development projects, including teamwork and interpersonal communication;
- 2
Evaluate and select research methods and techniques of data preparation and analysis appropriate to a particular project, and practice these ethically and professionally;
- 3
Search, access and analyse research literature as part of the process of developing solutions to problems;
- 4
Operate effectively as a member of a development team;
- 5
Communicate in written and oral form the proposed deliverables of a project and reflect upon their value and the likelihood of success;
- 6
Develop, demonstrate and explain results of analysis, a software prototype or model.
Workload and teaching
- Seminars24 hours
- Workshops24 hours
- Teaching approachProblem-based learning
Minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of scheduled online and face to face learning activities and independent study. Independent study may include associated reading and preparation for scheduled activities. The unit requires on average three/four hours of scheduled activities per week. Scheduled activities may include a combination of teacher directed learning and online engagement.
Learning resources
Technology resources
Software for coding and implementation of the project are freely available / downloadable in student labs.
Contacts
- Unit Coordinators
- Dr Soon Lay Ki
- Ms Kamalashunee Velautham
- Associate Professor Ting Chee Ming
- Chief Examiners
- Associate Professor Bernhard Jenny
Common questions
What are the prerequisites for FIT3163?
You need FIT1043, FIT2004, FIT2094 and (FIT1049 or FIT1055) before you enrol; and FIT2086 before or alongside it.
What can I take after FIT3163?
FIT3163 is a prerequisite or corequisite for 1 unit, including FIT3164.
When is FIT3163 offered?
In 2022, FIT3163 runs in Semester 1 and Semester 2 at Clayton and Malaysia.
How much work is FIT3163?
The handbook expects about 144 hours of study across the semester. No students have rated its difficulty yet.
Does FIT3163 have an exam?
No. FIT3163 has 7 assessment tasks and no exam.