Step 1Phase 1: Programming and AI FoundationsWeek 1-2
Full Stack Generative and Agentic AI with PythonPythonAPIsGit & GitHubOpenAI APIsAI Fundamentals
AI Career Guide
AI Engineer Roadmap (Beginner to Advanced)
Follow this phase-wise AI Engineering roadmap with exact Udemy course links. It starts with programming and AI fundamentals, moves into RAG and agentic systems, and ends with an enterprise-level final portfolio project.
Phase 1: Foundations
Phase 2-3: Build & Agents
Phase 4-5: Advanced + Project
Week 1 to Week 14 Timeline
Follow each milestone in order. Complete one card before moving to the next.
Step 2Phase 1: Programming and AI FoundationsWeek 3-4
AI Engineer Course 2025: Complete AI Engineer BootcampPrompt EngineeringLLM FundamentalsEmbeddingsVector DatabasesAI Application Development
Step 3Phase 2: RAG EngineeringWeek 5
Gen AI RAG Application DevelopmentRAGSemantic SearchEmbeddingsChromaDBPinecone
Step 4Phase 2: RAG EngineeringWeek 6
Full Stack AI Mastery: Python, React, FastAPI & LangChainReactFastAPILangChainFull Stack AI AppsAI Deployment
Step 5Phase 3: LangChain and Agentic AIWeek 7-8
LangChain - Develop LLM powered applications with LangChainChainsMemoryToolsAgentsRetrieval Systems
Step 6Phase 3: LangChain and Agentic AIWeek 9
Agentic AI Engineering with LangChain & LangGraphAgentic AIMulti-Agent SystemsTool CallingStructured OutputsAutonomous Agents
Step 7Phase 4: Advanced LLM EngineeringWeek 10
Master LLM EngineeringProduction LLM SystemsEvaluationMonitoringOptimizationEnterprise AI
Step 8Phase 4: Advanced LLM EngineeringWeek 11-12
Complete Agentic AI Bootcamp with LangGraph and LangChainLangGraphAgent WorkflowsHuman-in-the-LoopState ManagementMulti-Agent Orchestration
Step 9Phase 5: Final ProjectWeek 13-14
Enterprise AI Assistant Portfolio Build
React FrontendFastAPI BackendLangChainLangGraphRAGVector DatabaseOpenAI ModelsAuthenticationDeploymentDocument UploadChat Interface
Learning Advice
Focus on one phase at a time and complete the linked course projects. Keep weekly notes on what you built, what failed, and what you improved. This creates portfolio proof, not just course completion certificates.
Use this roadmap for educational guidance only. Final hiring outcomes depend on your project quality, interview performance, and market demand.