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INFT12-216: Data Science

Description

Organisations use their data for decision support and to build data-intensive products and services. The collection of skills required by organisations to support these functions has been grouped under the term Data Science. This subject will articulate the expected output of data scientists and then equip students with the ability to deliver against these expectations. A particular focus will be given to the tools required to model, store, clean, manipulate, and ultimately extract information out of stored data.

Subject details

TypeUndergraduate
CodeINFT12-216
EFTSL0.125
FacultyBond Business School
Semesters offered
  • September 2018 [Standard Offering]
  • January 2019 [Standard Offering]
  • September 2019 [Standard Offering]
Credit10
Study abroadAvailable to Study Abroad students
Study areas
  • Business and Commerce
Subject fees
  • Commencing in 2018: $4,247
  • Commencing in 2019: $4,290

Learning outcomes

1. Demonstrate proficiency in statistical learning techniques using the R programming language.
2. Demonstrate ability to access data from databases using SQL, APIs and traditional formats.
3. Build data-driven statistical models to address big data focused business problems.
4. Apply data visualisation techniques to communicate solutions to management.
5. Communicate technical solutions to non-technical stakeholders in a professional, concise written report.

Prerequisites

No Prior Knowledge Required

Subject outlines

Subject dates

Standard
Enrolment opens16/07/2017
Semester start11/09/2017
Subject start11/09/2017
Cancellation 1?25/09/2017
Cancellation 2?02/10/2017
Last enrolment24/09/2017
Last withdrawal?06/10/2017
Teaching census?06/10/2017
Standard Offering
Enrolment opens12/11/2017
Semester start15/01/2018
Subject start15/01/2018
Cancellation 1?29/01/2018
Cancellation 2?05/02/2018
Last enrolment28/01/2018
Last withdrawal?09/02/2018
Teaching census?09/02/2018
Standard Offering
Enrolment opens15/07/2018
Semester start10/09/2018
Subject start10/09/2018
Cancellation 1?24/09/2018
Cancellation 2?01/10/2018
Last enrolment23/09/2018
Last withdrawal?05/10/2018
Teaching census?05/10/2018