Administrative information

Title

 Data and its challenges - Data Regulations, Data Sourcing and HCAI prospective
Duration 60 min
Module C
Lesson Type Lecture
Focus Ethical - Compliance, Legality and Humanity
Topic EU and International Legislation/Frameworks on data, AI, human rights and equality

 

Keywords

Human Centered AI,Data,GDPR regulation,Bias,

 

Learning Goals

 

Expected Preparation

Learning Events to be Completed Before

Obligatory for Students

Optional for Students

References and background for students

Recommended for Teachers

None.

 

 

Lesson materials


The materials of this learning event are available under CC BY-NC-SA 4.0.

 

Instructions for Teachers

  • Introduction and Context: Start by explaining the relevance of data regulations, data sourcing, and AI in today's world, highlighting their interconnectedness and real-world significance.
  • Data Regulations: Cover key regulations like GDPR, CCPA, and HIPAA, emphasizing their principles and the need for compliance in various sectors.
  • Data Sourcing: Explore the sources and challenges of data collection, focusing on its role in decision-making and analytics.
  • Human-Centered AI Prospects: Discuss the concept of AI that supports human collaboration, ethical considerations, and societal impact to promote responsible AI development.
  • Review the outline below.

 

Outline

Duration Description
10 min Introduction to data challenges
10 min Data regulations: overview of data protection and privacy regulations (e.g., GDPR, HIPAA)
10 min Data Sourcing: methods of data collection, data quality and data clearing
10 min Data Ethics and governance: Ethical considerations of handing and using data, the role of data governance
15 min Challenge and limitations of the current regulations
5 min Q & A

More information

Click here for an overview of all lesson plans of the master human centred AI

Please visit the home page of the consortium HCAIM

Acknowledgements

The Human-Centered AI Masters programme was co-financed by the Connecting Europe Facility of the European Union Under Grant №CEF-TC-2020-1 Digital Skills 2020-EU-IA-0068.

The materials of this learning event are available under CC BY-NC-SA 4.0

 

The HCAIM consortium consists of three excellence centres, three SMEs and four Universities

HCAIM Consortium