Track D

Skill outcomes

• Explain what LLMs do and do not do, including hallucination and reasoning limits
• Operate ChatGPT, Claude, Gemini, Copilot, NotebookLM, and Perplexity to assessed proficiency
• Apply structured prompting and chain-of-thought to verify AI outputs
• Navigate DPDP Act basics, deepfake risks, IP, and academic integrity with AI

Skill outcomes

• Use AI tools for fact-checking and source verification
• Conduct AI-assisted reporting and automated transcription workflows
• Detect deepfakes and synthetic media in news contexts
• Apply ethical frameworks for AI use in journalism

Prerequisites: D1

Skill outcomes

• Conduct contract analysis and clause extraction using LLMs
• Run e-discovery and document review with AI tools
• Perform legal research using LLM-augmented case retrieval
• Build regulatory scanning workflows for compliance updates

Prerequisites: D1

Skill outcomes

• Apply sentiment analysis to behavioural and clinical text data
• Evaluate AI tools used in clinical screening and triage
• Reason about ethical considerations in AI-assisted mental health work
• Interpret AI outputs in research design and behavioural studies

Prerequisites: D1

Skill outcomes

• Use LLMs for large-scale text analysis and corpus interrogation
• Apply digital humanities methods with AI-assisted tooling
• Integrate AI into cultural and historical research workflows
• Critically appraise the limitations of AI in humanistic inquiry

Prerequisites: D1

Skill outcomes

• Design personalized learning pathways using AI tutors
• Build assessment and grading workflows with AI assistance
• Evaluate AI classroom tools for pedagogical fit and bias
• Develop lesson plans that integrate AI as a teaching aid

Prerequisites: D1

Skill outcomes

• Interpret medical imaging outputs from AI diagnostic models
• Use AI tools for bioinformatics sequence analysis
• Evaluate AI-assisted clinical decision support systems
• Recognize regulatory and safety constraints on AI in healthcare

Prerequisites: D1

Skill outcomes

• Combine econometric methods with machine learning techniques
• Run policy simulations using AI-driven models
• Apply AI to development economics and impact evaluation
• Critique AI-driven policy recommendations for bias and validity

Prerequisites: D1

Skill outcomes

• Produce music using Suno, Udio, and AI music production tools
• Draft and revise screenplays with AI screenwriting assistants
• Generate AI-assisted VFX and visual sequences
• Navigate copyright and authorship issues in generative arts

Prerequisites: D1

Skill outcomes

• Apply analytics to player, team, and operational performance data
• Use vision AI for movement, occupancy, and event detection
• Build demand forecasting models for hospitality operations
• Translate AI outputs into operational decisions for venues

Prerequisites: D1

Skill outcomes

• Use LLM-powered translation tools for professional output
• Work with regional language AI models including Indic NLP
• Build NLP pipelines for low-resource Indian languages
• Evaluate translation quality and cultural fidelity in AI output

Prerequisites: D1

Skill outcomes

• Build an AI-augmented portfolio and GitHub presence
• Produce AI-fluent CVs, cover letters, and LinkedIn profiles
• Prepare for interviews using AI mock-interview and coaching tools
• Ship at least one discipline-relevant AI portfolio project for placement

Prerequisites: D1