School Of Computer, Data And Mathematical SciencesPredictive AnalyticsWestern Sydney University Unit Code: 301117.2
Discipline: STATISTICS
Student Contribution Band: 1
Level: 7
Credit Points: 10
Co ordinator
Oliver Obst
Prerequisite
301114 The Nature of Data
Unit Enrolment Restrictions
Students must be enrolled in a postgraduate course.
Teaching Periods
Period | Offered | Campus | | Contact | |
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2021 Spring |
Yes |
Parramatta Campus - Victoria Road | - DAY |
See Coordinator above
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Timetable not available
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About this UnitPredictive analytics is the use of data, statistical algorithms and machine-learning techniques to model outcomes based on past data. Industry can use predictive analytics to help optimize their operations and performance. This unit introduces statistical ideas and machine learning techniques covering the predictive analytics process. Some example problems that will be discussed include identifying trends, understanding customers and predicting behaviour, fraud detection, and identifying credit risk.
Special Requirements - Essential Equipment
Access to a computer is required.
Courses2761.3 | Master of Business Administration | CONTINUING |
2761.4 | Master of Business Administration | CONTINUING |
2761.5 | Master of Business Administration | CONTINUING |
2761.6 | Master of Business Administration | CURRENT |
3698.1 | Master of Information and Communications Technology (Advanced) | CONTINUING |
3698.2 | Master of Information and Communications Technology (Advanced) | CONTINUING |
3698.4 | Master of Information and Communications Technology (Advanced) | CURRENT |
3699.1 | Master of Information and Communications Technology | CONTINUING |
3699.2 | Master of Information and Communications Technology | CONTINUING |
3699.3 | Master of Information and Communications Technology | CONTINUING |
3699.4 | Master of Information and Communications Technology | CURRENT |
3700.2 | Graduate Diploma in Information and Communications Technology | CURRENT |
3702.1 | Master of Information and Communications Technology (Research) | CONTINUING |
3735.1 | Master of Data Science | CONTINUING |
3735.2 | Master of Data Science | CURRENT |
3749.2 | Master of Science | CURRENT |
3750.1 | Graduate Diploma in Data Science | CONTINUING |
3750.2 | Graduate Diploma in Data Science | CURRENT |
3751.1 | Graduate Certificate in Data Science | CURRENT |
3752.1 | Master of Project Management | CONTINUING |
3752.2 | Master of Project Management | CONTINUING |
3752.3 | Master of Project Management | CONTINUING |
3752.4 | Master of Project Management | CURRENT |
3760.1 | Graduate Diploma in Project Management (exit only) | CONTINUING |
3760.2 | Graduate Diploma in Project Management (exit only) | CURRENT |
3765.1 | Master of Artificial Intelligence | CURRENT |
3766.1 | Graduate Diploma in Artificial Intelligence (Exit only) | CURRENT |
3775.1 | Graduate Diploma in Information Governance | CURRENT |
3776.1 | Graduate Certificate in Science (Exit only) | CURRENT |
3777.1 | Graduate Diploma in Science (Exit only) | CURRENT |
3779.1 | Master of Information Governance | CURRENT |
3780.1 | Master of Information and Communications Technology / Master of Data Science | CURRENT |
3784.1 | Graduate Certificate in Machine Learning | CURRENT |
3786.1 | Graduate Diploma in Project Management | CURRENT |
MICTRES.1 | Master of Information and Communications Technology (Research) | CURRENT |
Specialisations
A3016.1 | Master of Information and Communications Technology (Research) Pathway A - 2.5 yr program | CONTINUING |
A3018.1 | Master of Information and Communications Technology (Research) Pathway C - 2 year program | CONTINUING |
A3019.1 | Master of Information and Communications Technology (Advanced) Pathway A - 2.5 years | CONTINUING |
A3020.1 | Master of Information and Communications Technology (Advanced) Pathway B - 2 year program | CONTINUING |
A3021.1 | Master of Information and Communications Technology (Advanced) Pathway C - 2 years | CONTINUING |
A3022.1 | Master of Information and Communications Technology Pathway A - 2 years | CONTINUING |
A3023.1 | Master of Information and Communications Technology Pathway B - 1.5 years | CONTINUING |
A3024.1 | Master of Information and Communications Technology Pathway C - 1.5 years | CONTINUING |
A3025.1 | Graduate Diploma in Information and Communications Technology Pathway A - 1.5 years | CURRENT |
A3026.1 | Graduate Diploma in Information and Communications Technology Pathway B - 1 year | CURRENT |
A3027.1 | Graduate Diploma in Information and Communications Technology Pathway C - 1 year | CURRENT |
A3031.1 | Master of Information and Communications Technology (Advanced) Pathway A - 2.5 years | CONTINUING |
A3032.1 | Master of Information and Communications Technology (Advanced) Pathway B - 2 year program | CONTINUING |
A3033.1 | Master of Information and Communications Technology (Advanced) Pathway C - 2 years | CONTINUING |
A3034.1 | Master of Information and Communications Technology Pathway A - 2 years | CONTINUING |
A3035.1 | Master of Information and Communications Technology Pathway B - 1.5 years | CONTINUING |
A3036.1 | Master of Information and Communications Technology Pathway C - 1.5 years | CONTINUING |
A3037.1 | Master of Information and Communications Technology (Advanced) Pathway A - 2.5 years | CURRENT |
A3038.1 | Master of Information and Communications Technology (Advanced) Pathway B - 2 year program | CURRENT |
A3039.1 | Master of Information and Communications Technology (Advanced) Pathway C - 2 years | CURRENT |
A3040.1 | Master of Information and Communications Technology Pathway A - 2 years | CURRENT |
A3041.1 | Master of Information and Communications Technology Pathway B - 1.5 years | CURRENT |
A3042.1 | Master of Information and Communications Technology Pathway C - 1.5 years | CURRENT |
A3043.1 | Master of Project Management - Pathway A - Research | CURRENT |
A3044.1 | Master of Project Management - Pathway B - Coursework | CURRENT |
A3045.1 | Master of Project Management - Pathway C - Work Placement | CURRENT |
SP2020.1 | Business Analytics | CURRENT |
ST3053.1 | Data Analytics | CURRENT |
ST3059.1 | Information Technology | CURRENT |
ST3064.1 | Artificial Intelligence | CONTINUING |