Learn to strategically manage data for business analytics success
4 weeks (42 hours)
Leveraging Organisational Data
Quality data is critical to success in business analytics.
This Melbourne MicroCert focuses on managing data integration and quality from a strategic perspective.
Guided by leading practitioners from the University of Melbourne’s School of Computing and Information Systems, you will explore the mechanics of sourcing, moving and preparing data for data stores, and learn how to define, obtain and manage quality data.
You will also explore the role of data governance, critical success factors in managing quality data and strategic considerations for organisations.
Strategic Data Management is part of the Leveraging Organisational Data Melbourne MicroCert series.
Who is it for?
This Melbourne MicroCert is ideal for mid to late-career ICT professionals seeking to advance their careers or future-proof their skillsets. It will provide you with an opportunity to advance your knowledge and gain evidence of your understanding and expertise in this area. It is also valuable for professionals in other sectors who need to improve their digital fluency.
Delivered as two modules, this Melbourne MicroCert will equip you to source, integrate and manage quality data for analytics. You will cover:
Module 1: Sourcing and Preparing Data
- Data sourcing and integration
- Mechanisms for data integration
- Tools for data integration
- Critical success factors and strategic considerations.
Module 2: Ensuring data quality
- Sources of data quality issues and impacts
- Data quality management frameworks and tools
- Data governance
- Critical success factors and strategic implications of data quality.
On completion of the course, you will be able to:
- Discuss and reflect upon the intricacies of sourcing and preparing data for analytics
- Explain the importance of data quality for analytics in organisations
- Analyse issues that organisations face when sourcing data for analytics initiatives.
In our innovative online learning environment, you will engage with other professionals and undertake interactive and reflective activities such as webinars, peer discussions, readings and analysis of real-world examples. You will also hear from industry experts who will share valuable insights into the topic.
Fully online delivery presents a convenient way to develop your skillset, from a location that suits you.
Who will you learn from?
Dr Sean Maynard is based in the School of Computing and Information Systems. Over his career, he has gained significant teaching and research experience in the information security management and business analytics domains. His interests in information security management include: policy, culture, strategy, governance, risk, incident response and training, along with how analytics can be utilised in these areas. His research has been published in high-impact journals such as Decision Sciences, Computers & Security and the International Journal of Information Management.
This MicroCert is taught over four weeks (with two weeks of learning followed by two weeks for assessment). The total time commitment is 42 hours, consisting of approximately eight hours guided online learning, 13 hours self-guided study, and 21 hours for assessment tasks.
Assessment: develop a data strategy (100%).
You will develop a data strategy for an organisation (real or made-up) that briefs staff in the progressive use of the organisation’s data for analytics. Assessment breakdown:
- Conceptual understanding and relevance (60%)
- Structure and presentation (20%)
- Evidence of research and citation (20%).
Upon completion, you will be awarded your Strategic Data Management Melbourne MicroCert. This digital certificate will warrant the achievement of knowledge, skills and capabilities outlined in the learning outcomes. It may also include artefacts (such as videos and written material) related to both experiential and work-integrated learning, including translatable assessment that is practical to your professional life.
Links to industry
This Melbourne MicroCert has been designed in close collaboration with industry to ensure it reflects best practice and has direct relevance to your profession. As part of your learning, you will hear from practising industry experts.
Pathways to further study
Strategic Data Management can be taken as a stand-alone course, or you can complement it with any other Melbourne MicroCert in the Leveraging Organisational Data series.
Other Melbourne MicroCerts in this series include:
- Strategic Data in Organisations
- Strategy in a Disruptive Environment
- Analytics and Organisational Impact.
Strategic Data Management is designed to provide a pathway – otherwise known as advanced standing – to into the Master of Information Systems or Master of IT Management Executive.
To use it in this way, you will need to complete all four Melbourne MicroCerts in the Leveraging Organisational Data series, as each MicroCert is equivalent to one quarter of a standard subject, then apply for credit towards the qualification.
Expiry of Melbourne MicroCert
Strategic Data Management will expire five years from the date of issue due to the changing nature of the technology landscape.
To take this MicroCert it is recommended you have:
- An undergraduate degree in an any discipline and two years’ documented experience in IT-related work
- At least five years’ documented experience in IT-related work.
You are encouraged to complete Strategic Data in Organisations prior to undertaking this MicroCert, but this is not a formal prerequisite.
Want to know about future sessions?
Register your details and we will email you about future intakes.