Credits: 1 (1-0-0)
Prerequisites: COL333, COL671, COL774, or with instructor’s permission.
Description
Introduction to ethical issues in AI: bias, fairness, transparency, reliability, accountability, job loss, privacy, human-aware AI. AI models to debias training data. Explainability in ML. Adversarial robustness. Federated learning.
Prerequisite Tree
flowchart TD
AIV790-15[AIV790]
COL774-15 --> MTL106-15[MTL106]
AIV790-15 --> COL774-15[COL774]
COL333-15 --> COL106-15[COL106]
AIV790-15 --> COL671-15[COL671]
AIV790-15 --> COL333-15[COL333]
COL106-15 --> COL100-15[COL100]
COL671-15 --> COL106-15[COL106]
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