MIS272 - Predictive Analytics
Unit details
Year: | 2022 unit information |
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Enrolment modes: | Trimester 2: Burwood (Melbourne), Online |
Credit point(s): | 1 |
Previously coded as: | MIS372 |
EFTSL value: | 0.125 |
Unit Chair: | Trimester 2: Rens Scheepers |
Prerequisite: | MIS171 |
Corequisite: | Nil |
Incompatible with: | MIS372, MIS772 |
Typical study commitment: | Students will on average spend 150 hours over the teaching period undertaking the teaching, learning and assessment activities for this unit. |
Scheduled learning activities - campus: | 11 x 2 hour class, 11 x 1 hour seminar |
Scheduled learning activities - cloud: | 11 x 2 hour class (recordings provided) + 11 x 1 hour seminar |
Content
The ‘information age’ has combined with the widespread adoption of digital technology to turn information into a key business asset. Businesses and governments now have access to massive volumes of data and require skills and expertise in making sense of this information for strategic decision making. This unit will provide students with the knowledge and skills to build predictive models and use data mining tools in real business scenarios. Students will be given the opportunity to gain hands-on experience with most widely used predictive analytics software tools globally.
ULO | These are the Learning Outcomes (ULO) for this unit. At the completion of this unit, successful students can: | Deakin Graduate Learning Outcomes |
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ULO1 | Apply key statistical theories and data mining concepts to selected business scenarios | GLO1: Discipline-specific knowledge and capabilities |
ULO2 | Build predictive analytics models in real-world situations | GLO1: Discipline-specific knowledge and capabilities |
ULO3 | Apply current techniques and trends in predictive analytics to the business environment | GLO1: Discipline-specific knowledge and capabilities |
These Unit Learning Outcomes are applicable for all teaching periods throughout the year
Assessment
Assessment Description | Student output | Grading and weighting (% total mark for unit) | Indicative due week |
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Assessment 1: (Individual) Report (Business) | 1500 words | 20% | Week 5 |
Assessment 2: (Group of 3) Report (Business) | 3000 words | 40% | Week 9 |
Assessment 3: Examination (Open book) | 2 hours | 40% | Exam period |
The assessment due weeks provided may change. The Unit Chair will clarify the exact assessment requirements, including the due date, at the start of the teaching period.
Hurdle requirement
Hurdle requirement: achieve at least 50% of marks available on the examination.
Learning Resource
The texts and reading list for the unit can be found on the University Library via the link below: MIS272 Note: Select the relevant trimester reading list. Please note that a future teaching period's reading list may not be available until a month prior to the start of that teaching period so you may wish to use the relevant trimester's prior year reading list as a guide only.
Unit Fee Information
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