Course overview
This course aims to provide a comprehensive understanding of data science and its applications in business context. Through exploration of the value of data science in modern business, considerations of data security and ethics, and hands-on exercises in data analysis techniques, students will gain the skills necessary to harness the power of data, make informed decisions, and drive business success. By delving into various facets of data analytics, including descriptive analytics, regression analysis, and deep learning, students will be equipped to tackle real-world challenges and leverage data-driven insights to optimize business strategies and operations.
- Introduction For Business Analytics
- Statistical Inference
- Business Analytics in Practice
Course learning outcomes
- Evaluate statistical inferences to support business decisions, by analyzing sampling distributions and confidence intervals, and conducting hypothesis tests, to determine the statistical significance of findings.
- Design and construct visualizations, utilizing various techniques and tools, to effectively communicate insights derived from descriptive and visual analytics, measured by the clarity and relevance of the visual representations.
- Implement supervised and unsupervised learning algorithms to derive insights from data, resulting in actionable, innovative and ethical recommendations for sustainable business growth.
- Demonstrate communication skills to effectively convey complex analytical findings to diverse stakeholders.
Availability
Class details
Adelaide City Campus West
Group 1
Class number 23171
Section WS04
Size 40
Available 0
Class number 23862
Section WS02
Size 30
Available 2
Class number 23863
Section WS03
Size 40
Available 2
Class number 31323
Section WS05
Size 30
Available 0
Class details
Adelaide City Campus West
Group 1
Class number 53782
Section WS01
Size 25
Available 10
Class number 53783
Section WS02
Size 25
Available 20
Class number 53784
Section WS03
Size 25
Available 10
Fee calculator
To display course fees, please select your status and program below:
We’re updating this Fee Calculator. It currently shows fees for programs only. Please check the relevant program for full fee details.
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.
If you are studying in a Professional Pathway Psychology, Clinical Psychology or Social Work program, please refer to the Student Contributions amounts published here.
The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.