Παρουσίαση/Προβολή
Applied Data Science
(DIT200) - Alexandros Nousias, Maria Dagioglou
Περιγραφή Μαθήματος
General Infomration
- Wednesday @1800 EET
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slides to be uploaded on eClass
Instructors
- Alexandros Nousias
- Maria Dagioglou (m.dagioglou@go.uop.gr)
Books
- S. Zuboff. 2019. «The Age of Surveillance Capitalism: The Fight for a human future at the new Frontier of Power.
- J. Lanier, 2014. «Who Owns the Future».
- K. Holmes.2019. «Mismatch, How Inclusion Shapes Design». MIT Press.
- C. O’Neil. 2016. «Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
- B.Christian, 2020, The Alignment Problem
- Course Slides
- References within the slides
Marking Scheme
- Individual/Group annotation assignment (30%)
- Group assignment - Be the algortihm (30%)
- Final assgigment: AI ethics assessment (40%)
Lectures
- 01 - Introduction to Digital Ethics
- 02- Values Perception Workshop: An interactive VAST workshop (https://www.vast-project.eu)
- 03 - Communication codes
- 04 - Data Governance I
- 05- Data Governance II
- 06 - The Regulation taxonomy of the digital
- 07 - Moral theories for complex systems
- 08 - AI Systems & The Alignment Problem
- 09 - Generative Pretrained Transformers and Foundational Models
- 10 - Assessing Risk & Impact: A list of practical assessment tools for different types of risk.
- 11 - Use case 1: workshop
- 12 - Be the algorithm: work group presentations
- 13 - Wrap up: A Philosophical tour to moral dilemmas, values and decision making process
Exames
- [to be announced]

Ημερομηνία δημιουργίας
Δευτέρα 1 Μαρτίου 2021
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