Agentic AI Learning Path

Your roadmap from AI curious to AI expert

← Back to Terminology Guide
🌱 Beginner
Foundation Concepts
  • AI Agent
  • Large Language Model (LLM)
  • Prompt Engineering
  • Tool Calling
  • Amazon Bedrock
  • API Basics
  • AI Ethics
  • System Prompts
→
🚀 Intermediate
Implementation Skills
  • RAG (Retrieval-Augmented Generation)
  • Multi-Agent Systems
  • Agent Orchestration
  • Vector Databases
  • Fine-Tuning
  • IAM & Security
  • Serverless Deployment
  • Model Context Protocol
→
🎯 Advanced
Expert Techniques
  • Constitutional AI
  • Mixture of Experts
  • Tree of Thoughts
  • Agent Memory Systems
  • Model Alignment
  • AI Governance
  • Observability
  • Enterprise Architecture
Typical Learning Timeline
Weeks
1-4
Months
2-6
Months
6-12+
Skills Assessment Matrix
Skill Area
Beginner
Intermediate
Advanced
Understanding AI Concepts
Basic
Applied
Expert
Technical Implementation
Simple
Complex
Architect
Business Application
Aware
Strategic
Leader
Problem Solving
Guided
Independent
Innovative