Course syllabus
Generative AI & LLMs
Go beyond chatting with models. Learn how generative AI systems are built: API integration, embeddings, retrieval-augmented generation, safety guardrails, and light fine-tuning concepts. Weekly milestones culminate in a mentor-reviewed capstone app that retrieves, generates, and explains its answers.
- Level
- Intermediate
- Duration
- 8 weeks
- Format
- Online
- Pricing
- ₹12,999 · Cohort-based
What you'll learn
- Integrate LLM APIs into a small application with error handling
- Chunk documents, embed text, and run retrieval-augmented queries
- Apply safety, moderation, and observability basics
- Deliver a capstone GenAI feature with documented evaluation results
Weekly milestones
Week 1
- GenAI landscape
- API setup
- Message patterns
Week 2
- Embeddings
- Similarity search
- Vector stores intro
Week 3
- RAG pipeline
- Chunking strategies
- Source attribution
Week 4
- Tool use overview
- Function calling
- Agent preview
Week 5
- Guardrails
- PII & policy
- Human-in-the-loop
Week 6
- Fine-tuning concepts
- When not to fine-tune
- Cost controls
Week 7
- Capstone build
- Mentor code review
- Iteration
Week 8
- Eval report
- Demo day
- Production checklist