Unit

School Of Computer, Data And Mathematical Sciences

Predictive ModellingWestern Sydney University Unit Code: 301034.2

Discipline: STATISTICS

Student Contribution Band: 1

Level: 3

Credit Points: 10

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

About this Unit
In this information age, business and science depend on accurate predictions to make informed decisions. Machine learning is the process of allowing a computer to learn from data, which at its heart is used in making these important decisions. This unit provides students with the knowledge and practice required to implement and effectively use these predictive models such as Neural Networks and Support Vector Machines. Students will use the Python programming language throughout this unit.

Courses
2743.10Bachelor of Science/Bachelor of LawsCONTINUING
2743.11Bachelor of Science/Bachelor of LawsCONTINUING
2743.7Bachelor of Science/Bachelor of LawsCONTINUING
2743.8Bachelor of Science/Bachelor of LawsCONTINUING
2743.9Bachelor of Science/Bachelor of LawsCONTINUING
3506.10Bachelor of Computer ScienceCURRENT
3506.9Bachelor of Computer ScienceCONTINUING
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 ScienceCONTINUING
3756.1Bachelor of Science (Pathway to Teaching Primary/Secondary)CONTINUING
3757.1Bachelor of Advanced ScienceCONTINUING
3763.1Bachelor of Science/Bachelor of ArtsCONTINUING
3764.1Bachelor of Science/Bachelor of International StudiesCONTINUING
3769.1Bachelor of Data ScienceCONTINUING
3769.2Bachelor of Data ScienceCURRENT
3770.1Bachelor of Applied Data ScienceCURRENT
3778.1Bachelor of MathematicsCURRENT
4656.3Bachelor of Health ScienceCURRENT
4741.2Bachelor of Sport DevelopmentCURRENT
4742.1Bachelor of Health Science (Health and Physical Education)-Pathway to Teaching (Secondary)CURRENT
4747.2Bachelor of Health Science (Health and Physical Education)CURRENT
4748.2Bachelor of Science/Bachelor of BusinessCONTINUING
4748.3Bachelor of Science/Bachelor of BusinessCONTINUING
6000.2Diploma in Health Science/Bachelor of Health ScienceCURRENT
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 ScienceCONTINUING

Specialisations

KP3027.1General ProgramCONTINUING
KT3150.1Mathematical SciencesCONTINUING
M3110.1Artificial IntelligenceCURRENT
MT3032.1Data ScienceCONTINUING
SM3089.1StatisticsCONTINUING
SM4008.1Exercise ScienceCURRENT



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