🧠RAG and AI Agents

Core Skills · 11 units · free, no membership
1 What is RAG and Why is it Necessary?
2 Embedding and Vector Database Logic
3 Chunking and Document Preparation
4 Retrieval Strategies: Top-k, Hybrid, Re-ranking
5 Assistant Architecture that Talks to Company Data
6 Access Control, Prompt Template and Conversation Management
7 Hallucination Reduction and Resource Representation
8 RAG Evaluation and Monitoring
9 AI Agents and Tool Use
10 Agent Workflows and Multi-Step Tasks
11 Agent Security, Privacy, Ethics and Deployment
All trainings Start from unit 1