Unit

School Of Computer, Data And Mathematical Sciences

Advanced Machine LearningWestern Sydney University Unit Code: 301119.2

Discipline: STATISTICS

Student Contribution Band: 1

Level: 7

Credit Points: 10

Co ordinator
Oliver Obst


Assumed Knowledge
Fundamentals of computer programming and basic linear algebra.


Prerequisite
301113 Programming for Data Science

Unit Enrolment Restrictions
Students must be enrolled in a postgraduate course.


Teaching Periods

PeriodOffered  Campus  Contact
2021 Spring  Yes  Parramatta Campus - Victoria Road - DAY  See Coordinator above   Timetable.   Print Unit Outline*

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About this Unit
Advanced Machine Learning explores modern methods of classification, clustering and regression to make predictions and analyse different forms of data. Issues that face all machine learning methods, such as model evaluation, assessment and generalisation will also be analysed.

Special Requirements - Essential Equipment
Access to a computer is required.


Courses
3698.4Master of Information and Communications Technology (Advanced)CURRENT
3699.4Master of Information and Communications TechnologyCURRENT
3700.2Graduate Diploma in Information and Communications TechnologyCURRENT
3735.1Master of Data ScienceCONTINUING
3735.2Master of Data ScienceCURRENT
3775.1Graduate Diploma in Information GovernanceCURRENT
3779.1Master of Information GovernanceCURRENT
3780.1Master of Information and Communications Technology/Master of Data ScienceCURRENT
8123.1Master of Neuromorphic EngineeringCURRENT
8124.1Master of Applied Neuromorphic EngineeringCURRENT
8125.1Graduate Diploma in Neuromorphic Engineering (exit only)CURRENT
MICTRES.1Master of Information and Communications Technology (Research)CURRENT


Specialisations

A3025.1Graduate Diploma in Information and Communications Technology Pathway A - 1.5 yearsCURRENT
A3026.1Graduate Diploma in Information and Communications Technology Pathway B - 1 yearCURRENT
A3027.1Graduate Diploma in Information and Communications Technology Pathway C - 1 yearCURRENT
A3037.1Master of Information and Communications Technology (Advanced) Pathway A - 2.5 yearsCURRENT
A3038.1Master of Information and Communications Technology (Advanced) Pathway B - 2 year programCURRENT
A3039.1Master of Information and Communications Technology (Advanced) Pathway C - 2 yearsCURRENT
A3040.1Master of Information and Communications Technology Pathway A - 2 yearsCURRENT
A3041.1Master of Information and Communications Technology Pathway B - 1.5 yearsCURRENT
A3042.1Master of Information and Communications Technology Pathway C - 1.5 yearsCURRENT
A3046.1Master of Communications Technology/Master of Data Science - Pathway A - 3 year programCURRENT
A3047.1Master of Info and Com Technology/Master of Data Sci - Pathway B - 2.5 Year programCURRENT
A3048.1Master of Communications Technology/Master of Data Science - Pathway C -2.5 yr programCURRENT
ST3064.1Artificial IntelligenceCONTINUING
ST3081.1Artificial IntelligenceCURRENT




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