Unit

School Of Computer, Data And Mathematical Sciences

Predictive ModellingWestern Sydney University Unit Code: 301034.2

Discipline: STATISTICS

Student Contribution Band: 2

Level: 3

Credit Points: 10

Co ordinator
Oliver Obst


Prerequisite

For students not enrolled in 3734 Bachelor of Data Science, 3769 Bachelor of Data Science or 3770 Bachelor of Applied Data Science - 300700 Statistical Decision Making or 200263 Biometry or 200032 Statistics for Business.

Corequisite

Students in Bachelor of Data Science or Bachelor of Applied Data Science must be enrolled in 301108 Thinking About Data

Teaching Periods

PeriodOffered  Campus  Contact
2020 Spring  Yes  Parramatta Campus - Victoria Road - DAY  See Coordinator above   Timetable.   Print Unit Outline*
2021 Spring  Yes  Campbelltown Campus - DAY  See Coordinator above   Timetable not available  
2021 Spring  Yes  Parramatta Campus - Victoria Road - DAY  See Coordinator above   Timetable not available  

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About this Unit
Predictive Modelling forms the basis for understanding relationships between input characteristics and outcomes. Predicting insurance risk, defaults on loans and probability of life on other planets are all examples of Predictive Modelling. In this unit we will look at traditional statistical approaches and some machine learning for predictive modelling.


Courses
2743.10Bachelor of Science/Bachelor of LawsCONTINUING
2743.11Bachelor of Science/Bachelor of LawsCURRENT
2743.7Bachelor of Science/Bachelor of LawsCONTINUING
2743.8Bachelor of Science/Bachelor of LawsCONTINUING
2743.9Bachelor of Science/Bachelor of LawsCONTINUING
3506.9Bachelor of Computer ScienceCURRENT
3562.9Bachelor of Science (Advanced Science)CONTINUING
3639.4Bachelor of Information and Communications TechnologyCURRENT
3658.6Bachelor of Science/Bachelor of ArtsCONTINUING
3660.6Bachelor of Science/Bachelor of International StudiesCONTINUING
3675.4Bachelor of ScienceCONTINUING
3679.3Bachelor of Science (Mathematical Science)CONTINUING
3684.2Bachelor of Information and Communications Technology (Advanced)CURRENT
3687.2Bachelor of Information SystemsCURRENT
3688.1Bachelor of Information Systems AdvancedCURRENT
3734.1Bachelor of Data ScienceCONTINUING
3736.1Bachelor of Science - Pathway to Teaching (Primary/Secondary)CONTINUING
3754.1Bachelor of ScienceCURRENT
3756.1Bachelor of Science (Pathway to Teaching Primary/Secondary)CURRENT
3757.1Bachelor of Advanced ScienceCURRENT
3763.1Bachelor of Science/Bachelor of ArtsCURRENT
3764.1Bachelor of Science/Bachelor of International StudiesCURRENT
3769.1Bachelor of Data ScienceCURRENT
3770.1Bachelor of Applied Data ScienceCURRENT
4748.2Bachelor of Science/Bachelor of BusinessCONTINUING
4748.3Bachelor of Science/Bachelor of BusinessCURRENT
6004.1Diploma in Science/Bachelor of ScienceCONTINUING
6039.1Diploma/Bachelor of Information and Communications TechnologyCURRENT
6040.1Diploma in Information and Communications Technology / Bachelor of Information SystemsCURRENT
6043.1Diploma in Science/Bachelor of ScienceCURRENT


Specialisations

KP3027.1General ProgramCONTINUING
KT3150.1Mathematical SciencesCONTINUING
M3110.1Artificial IntelligenceCURRENT
MT3032.1Data ScienceCURRENT
SM3089.1StatisticsCONTINUING




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