Administrative Information
| Title | Data Security and compliance, Data lineage and Management |
| Duration | 45 min |
| Module | C |
| Lesson Type | Lecture |
| Focus | Ethical - Compliance, Legality and Humanity |
| Topic | Data Management, Audit and Assessment |
Keywords
data security, compliance, data lineage, data management, GDPR,
Learning Goals
- Understand the concept of data security, compliance and lineage
- Understanding of related techniques and approaches
Expected Preparation
Learning Events to be Completed Before
Obligatory for Students
- Knowledge of database concepts
Optional for Students
- Experience of SQL
References and background for students
- Knowledge of data privacy and database concepts
Recommended for Teachers
- Provide background on GDPR
- Give examples of significant data privacy breaches
Lesson materials
Instructions for Teachers
Try to stick to the time table. If possible provide more time to the question and answer session if needed.
Outline
| Duration (min) | Description | Concepts | Activity | Material |
|---|---|---|---|---|
| 3 | Introduction | Summary of Data Security and compliance, Data lineage and Management | Lecture | |
| 10 -15 | Managing Data | Data Maturity : Awareness, Proficiency, Know how - Data Driven | Lecture | - |
| 10 - 15 | Data Security & Compliance | Security and compliance standards and regulatiions and technical approaches | Lecture | - |
| 10 - 15 | Data Provenance | Timeline of data ownership and modifications | Lecture | - |
| 5 | Conclusion and Open-ended questions | Summary of Lecture | Q&A | - |
Acknowledgements
Each author of the sources cited within the slides
The Human-Centered AI Masters programme was Co-Financed by the Connecting Europe Facility of the European Union Under Grant â„–CEF-TC-2020-1 Digital Skills 2020-EU-IA-0068.