School Of Computer, Data And Mathematical SciencesThe Nature of DataWestern Sydney University Unit Code: 301114.2
Discipline: STATISTICS
Student Contribution Band: 1
Level: 7
Credit Points: 10
Co ordinator
Paul Hurley
Assumed Knowledge
Undergraduate degree with some statistical content (1 unit) is useful.
Unit Enrolment Restrictions
Students must be enrolled in a postgraduate course.
Teaching Periods
| Period | Offered | Campus | | Contact | |
|---|
| 2021 Autumn |
Yes |
Parramatta City Campus-Macquarie Street | - DAY |
See Coordinator above
|
Timetable.
|
Print Unit Outline*
|
| 2021 Quarter 2 |
Yes |
Parramatta City Campus-Macquarie Street | - EVENING |
Franco Ubaudi |
Timetable.
|
Print Unit Outline*
|
| 2021 Quarter 4 |
Yes |
Parramatta City Campus-Macquarie Street | - EVENING |
Franco Ubaudi |
Timetable not available
|
|
| 2021 Spring |
Yes |
Parramatta City Campus-Macquarie Street | - DAY |
See Coordinator above
|
Timetable not available
|
|
*If using Safari, Firefox or Chrome to print the Unit Outline, right-click on the Print Unit Outline link and select 'Save link as...' or in Safari 'Download Linked File'
About this UnitThis Unit covers concepts of data centric thinking. The main areas discussed are; Populations and Samples; Sampling concepts; Types of Data; Descriptive Methods; Estimation and Inference; and Modelling. The Unit takes a computational and nonparametric approach, before discussing theoretical concepts and Normal distribution theory as large sample approximations.
Special Requirements - Essential Equipment
Access to a computer is required.
Courses| 1836.1 | Master of Digital Humanities | SUSPENDED |
| 2761.3 | 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 |
| 2816.1 | Master of Business Analytics | CURRENT |
| 3698.1 | 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 |
| 3749.1 | Master of Science | CONTINUING |
| 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 |
| 3774.1 | Graduate Certificate in Information Governance | 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 |
| 3783.1 | Graduate Certificate in Statistical Programming | CURRENT |
| 3784.1 | Graduate Certificate in Machine Learning | CURRENT |
| 3785.1 | Graduate Certificate in Big Data | CURRENT |
| 3786.1 | Graduate Diploma in Project Management | CURRENT |
| MICTRES.1 | Master of Information and Communications Technology (Research) | CURRENT |
Specialisations
| A2009.1 | Master of Business Analytics - 2 year pathway | CURRENT |
| A2010.1 | Master of Business Analytics - 1.5 year pathway | CURRENT |
| A2011.1 | Master of Business Analytics - 1 year pathway | CURRENT |
| 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 |
| A3046.1 | Master of Communications Technology/Master of Data Science - Pathway A - 3 year program | CURRENT |
| A3047.1 | Master of Info and Com Technology/Master of Data Sci - Pathway B - 2.5 Year program | CURRENT |
| A3048.1 | Master of Communications Technology/Master of Data Science - Pathway C -2.5 yr program | CURRENT |
| A4041.1 | Master of Science (Public Health Nutrition) - 2 year pathway | CURRENT |
| A4042.1 | Master of Science (Public Health Nutrition) - 1.5 year pathway | CURRENT |
| SP2020.1 | Business Analytics | CURRENT |
| ST3053.1 | Data Analytics | CURRENT |
| ST3057.1 | Public Health Nutrition | CURRENT |
| ST3059.1 | Information Technology | CURRENT |
| ST3064.1 | Artificial Intelligence | CONTINUING |
| ST3076.1 | Agriculture | CURRENT |
| ST3077.1 | Food Science | CURRENT |
| ST3078.1 | Greenhouse Horticulture | CURRENT |
| ST3079.1 | Public Health Nutrition | CURRENT |
| ST3080.1 | Information Governance | CURRENT |
| ST3091.1 | Heatlh Informatics | CURRENT |