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PG Certificate Program in AI-Driven LLM, SLM & Agentic RAG Development
Expert
Online
6 MonthsQuick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom, Campus Based/Physical Classroom | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Jammu |
The Syllabus
- Attention mechanisms and tokenization
- GPT, Claude, and Gemini architectures
- Context window management and model selection
- Build attention visualizers and model comparison dashboards
- Context engineering frameworks
- Chain-of-Thought, ReAct, Tree-of-Thought patterns
- Prompt evaluation, hallucination testing
- Build production prompt libraries and evaluation suites
- LoRA & QLoRA fine-tuning
- Quantization and compression
- Dataset curation and benchmarking
- Build and publish 3 domain-specific SLMs on HuggingFace
- Vector databases and hybrid search
- Self-RAG, CRAG, GraphRAG
- Chunking strategies and reranking
- Build 5+ RAG systems across industries
- FastAPI-based LLM services
- Docker containerization
- Cloud deployment (AWS/GCP)
- CI/CD, observability, and cost controls
- End-to-end AI system design
- SLM + RAG + production deployment
- Technical documentation and demo presentation
Articles
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
7 Jul'25, 07:34 AM
12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM
9 Jan'25, 11:23 AM
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
7 Jul'25, 07:34 AM
12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM