OUR ACADEMIC DEPARTEMENTS |
Lesson details
DATA ANALYTICS | |||
2022-2023 | EnIESEG School of Management
(
IÉSEG
)
| ||
Class code : | 2223-IÉSEG-MAC1S2-QMS-MACCI01UE | QUANTITATIVE METHODS |
Level | Year | Period | Language of instruction |
---|---|---|---|
MSc in Accounting, Audit and Control | 1 | S2 | EnEnglish |
Academic responsibility | AE.NAOUN |
---|---|
Lecturer(s) | AE.NAOUN |
- This class exists in these courses :
- IÉSEG > MSc in Accounting, Audit & Control > Semester 2 > 2,00 ECTS
Prerequisites
- General IT knowledge
- Descriptive statistics and econometrics
- Accounting basis
Learning outcomes
Perceive a global IT audit framework
- Realise a preliminary evaluation of risks related to an information system, and assess the risks related to the systems security, the systems adaptability, the activity continuation plan and management of accesses.
- Evaluate the coverage of the risks related to an information system by the appropriate criteria;
- Prepare the right recommendations to be implemented from the identified risks;
- Reproduce an IT audit interview in a real business context.
Identify advanced data analytics techniques through real-life examples (clustering, link analysis, tag cloud and text mining, etc.). The participant should be able to distinguish the main steps in a forensics data analytics approach and suggest the right utilisation for the right situation
- Define the right questions starting from the available data;
- Collect and pre-process data;
- Review models estimations and interpretation.
The students should also be able to use some basic methods packaged in data analytics software’s like R
Class type
Class structure
Type of course | Numbers of hours | Comments | |
---|---|---|---|
Independent work | |||
E-Learning | 8,00 | ||
Independent study | |||
Estimated personal workload | 12,00 | ||
Individual Project | 12,00 | ||
Face to face | |||
Interactive class | 16,00 | ||
Total student workload | 48,00 |
Teaching methods
- Case study
- E-learning
- Interactive class
- Project work
Assessment
Participation during the interactive sessions, a case study, a personnal project and a written final exam.
Type of control | Duration | Number | Percentage break-down |
---|---|---|---|
Others | |||
Individual Project | 0,00 | 1 | 15,00 |
Case study | 4,00 | 1 | 20,00 |
Final Exam | |||
Written exam | 2,00 | 1 | 50,00 |
Continuous assessment | |||
Participation | 12,00 | 1 | 15,00 |
TOTAL | 100,00 |
Recommended reading
- COBIT (Control Objectives for Information and Related Technologies) -
- ISACA Journal -
- IT Governance: How Top Performers Manage IT for Superior Results, Harvard Business School Press, 2004 -
Internet resources
* This information is non-binding and can be subject to change