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DTSC12-200: 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
CodeDTSC12-200
EFTSL0.125
FacultyBond Business School
Semesters offered
  • September 2020 [Standard Offering]
  • January 2021 [Standard Offering]
  • September 2021 [Standard Offering]
  • January 2022 [Standard Offering]
  • September 2022 [Standard Offering]
Credit10
Study areas
  • Business and Commerce
Subject fees
  • Current: $5,010
  • Commencing in May 2021: $5,260

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.

Enrolment requirements

Requisites: ?

Nil

Restrictions: ?

Nil

Subject outlines

Subject dates

Standard Offering
Enrolment opens10/11/2019
Semester start13/01/2020
Subject start13/01/2020
Cancellation 1?27/01/2020
Cancellation 2?03/02/2020
Last enrolment26/01/2020
Withdraw – Financial?08/02/2020
Withdraw – Academic?29/02/2020
Teaching census?07/02/2020
Standard Offering
Enrolment opens02/08/2020
Semester start14/09/2020
Subject start14/09/2020
Cancellation 1?28/09/2020
Cancellation 2?05/10/2020
Last enrolment27/09/2020
Withdraw – Financial?10/10/2020
Withdraw – Academic?31/10/2020
Teaching census?09/10/2020
Standard Offering
Enrolment opens15/11/2020
Semester start18/01/2021
Subject start18/01/2021
Cancellation 1?01/02/2021
Cancellation 2?08/02/2021
Last enrolment31/01/2021
Withdraw – Financial?13/02/2021
Withdraw – Academic?06/03/2021
Teaching census?12/02/2021