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Data Science & Analytics
Module-by-module breakdown of Legal Aspects of AI, from foundations to a certified capstone project.
Liability
โข Product liability, negligence and the gap when no human made the decision
โข Developer, deployer and user responsibility allocated across the supply chain
โข Contractual allocation, indemnities and warranty limits in AI procurement
Intellectual Property
โข Copyright in AI-generated content and the human-authorship requirement
โข DABUS and the consistent refusal of AI inventorship across jurisdictions
โข Training data, text and data mining exceptions and the pending litigation
Data
โข GDPR rights over automated decision-making and profiling
โข India's Digital Personal Data Protection Act and consent obligations
โข Purpose limitation and the difficulty of erasure once a model is trained
Regulation
โข EU AI Act risk tiers and the duties attaching to high-risk systems
โข Sectoral regulation in medical devices, finance and employment screening
โข Extraterritorial reach and why location of deployment governs
Practice
โข AI inventories, impact assessments and documented human oversight
โข Evidence a regulator expects: testing records, not policy statements
โข Discrimination exposure and the audit obligations already in force
e-Certificate and e-Marksheet issued on successful completion.