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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf Study, Virtual Classroom, Campus Based/Physical ClassroomVideo and Text Based

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIIM 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

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