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Generative AI & Agentic AI
Learn to build AI agents and leverage generative AI models. Create LLMs, autonomous agents, and AI-powered applications for the future of work.
Learning Outcomes
Build custom AI agents from scratch Implement RAG systems for knowledge retrieval Create autonomous AI workflows Integrate LLMs with external tools Deploy AI agents to production Build AI-powered applications Course Curriculum
Week 1
LLM Fundamentals
Transformer architectureAttention mechanism
Week 2
Prompt Engineering
Zero-shotFew-shot
Week 3
LangChain Basics
ChainsAgents
Week 4
RAG Systems
Document loadingText splitting
Week 5
AI Agents
Agent architecturesTool use
Week 6
Agentic AI
AutoGPTBabyAGI
Week 7
Production Deployment
API developmentAuthentication
Week 8
Capstone Project
Full agent appRAG system
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