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Schedule Detail

Unit/ChapterSessionContentLearning ObjectivesDelivery TypeDuration (mins)Training FormatTraining Materials / Logistics & Notes
11Introduction to AI & GenAILO-1, LO-2Concept/Lecture90Offline[Internal KB: Intro to AI]
12Lab: Setup Environment & LLM API explorationLO-1, LO-2Assignment/Lab60OfflineVS Code, API Keys
23RAG Theoretical FoundationsLO-3, LO-4, LO-5Concept/Lecture90Offline[Internal KB: RAG Theory]
24Lab: Understanding RAG componentsLO-3, LO-4, LO-5Assignment/Lab60OfflineJupyter Notebooks
35Modern RAG Architecture (Indexing, Retrieval)LO-6, LO-7Concept/Lecture90Offline[Internal KB: Modern RAG]
36Lab: Implementing Indexing & Retrieval techniquesLO-6, LO-7Assignment/Lab60OfflineFAISS/Chroma basics
37Self review/Cross review-Guides/Review30Offline-
38Modern RAG Architecture (Generation)LO-8Concept/Lecture60Offline[Internal KB: Generation]
39Lab: Generation Strategies & Prompt EngineeringLO-8Assignment/Lab30OfflinePrompt Engineering Guide
410LangChain Framework & Core ComponentsLO-9, LO-10, LO-11Concept/Lecture90Offline[Internal KB: LangChain]
411Lab: Building Chains & Retrievers with LangChainLO-9, LO-10, LO-11Assignment/Lab60OfflineLangChain Documentation
512Building RAG Agent using LangChain (Theory)LO-12, LO-13Concept/Lecture60Offline[Internal KB: RAG Agent]
513Final Project: RAG Agent for FPT PolicyLO-12, LO-13Assignment/Lab150OfflinePolicy Documents Dataset
514Self review/Cross review-Guides/Review30Offline-