University Course Planner The University of Adelaide Australia

APP DATA 2015 - Statistical Inference and Machine Learning II

Career: Undergraduate
Units: 3
Term: Semester 2
Campus: North Terrace
Contact: Up to 7 hours per week
Available for Study Abroad and Exchange: Yes
Available for Non-Award Study: Yes
Assumed Knowledge: SCIENCE 1500 or MATHS 1004 or ECON 1008
Incompatible: STATS 7107, DATA 7201OL, STATS 2107
Assessment: Programming practical reports, quizzes, research project
Syllabus:

The foundation of data analytics is based on statistics. This course will cover the concepts of random sampling and bias, experimental design, regression statistics and outliers, classification techniques, and unsupervised 'machine' learning. The course will use R as its core programming environments using real example data sets.

Course Fees

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Student Status

Domestic
International

What type of place are you studying in

Commonwealth supported
Full fee paying

Study Level

Undergraduate
Postgraduate Coursework
Non Award

Program of Study

Study Abroad student tuition fees are available here

Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information

Units
EFTSL
Amount
3
0.125
          
  


Course Outline

A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here


Critical Dates

Term Last Day to Add Online Census Date Last Day to WNF Last Day to WF
Semester 2 Mon 09/08/2021 Wed 18/08/2021 Fri 17/09/2021 Fri 29/10/2021


Class Details

Enrolment Class: Lecture
Class Nbr Section Size Available Dates Days Time Location
20493 LE01 48 40 27 Jul - 14 Sep Tuesday 10am - 11am MyUni, OL, Online Class
5 Oct - 26 Oct Tuesday 10am - 11am MyUni, OL, Online Class
Related Class: Computer Exercise
Class Nbr Section Size Available Dates Days Time Location
20492 CO01 39 31 26 Jul - 13 Sep Monday 1pm - 5pm Johnson, 111, Computer Suite
4 Oct - 25 Oct Monday 1pm - 5pm Johnson, 111, Computer Suite
Related Class: Workshop
Class Nbr Section Size Available Dates Days Time Location
20494 WR01 48 40 28 Jul - 15 Sep Wednesday 11am - 1pm Mawson, 122, Madigan Room
6 Oct - 27 Oct Wednesday 11am - 1pm Mawson, 122, Madigan Room