Lesson details


 


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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 Control1S2EnEnglish
Academic responsibilityAE.NAOUN
Lecturer(s)AE.NAOUN


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 courseNumbers of hoursComments
Independent work
E-Learning8,00  
Independent study
Estimated personal workload12,00  
Individual Project12,00  
Face to face
Interactive class16,00  
Total student workload48,00  

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 controlDurationNumberPercentage break-down
Others
Individual Project0,00115,00
Case study4,00120,00
Final Exam
Written exam2,00150,00
Continuous assessment
Participation12,00115,00
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
 
 
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