Hands-on Tutorial on Agentic AI
January 30 @ 8:00 am – 5:00 pm
Hands-on Tutorial on
Agentic AI
From Foundations to Production-Ready Systems: A Complete Journey
✨ A Comprehensive, End-to-End Approach
Unlike traditional tutorials that focus on isolated tools, this program takes you on a complete journey from theoretical foundations to production deployment. You’ll understand not just HOW to build agents, but WHY certain architectures work, WHEN to use specific patterns, and HOW to debug and scale autonomous systems in real-world scenarios.
The Comprehensive Framework
Master agentic AI through six interconnected pillars that build upon each other
Theoretical Foundations
Deep understanding of agent architectures, reasoning patterns, and the evolution from traditional AI to autonomous systems. Learn the cognitive science behind agent decision-making.
Tool Integration Mastery
Master function calling, API integration, and external tool orchestration. Build agents that seamlessly interact with databases, web services, and custom tools.
Framework Orchestration
Hands-on with LangChain, LangGraph, and Model Context Protocol (MCP). Learn to build complex workflows, stateful agents, and multi-agent systems.
Memory & State Management
Implement sophisticated memory systems using vector databases, manage conversation context, and enable continuous learning without catastrophic forgetting.
Debugging & Optimization
Learn systematic approaches to identify and fix hallucinations, reward hacking, and execution errors. Build robust, production-ready agent systems.
Real-World Deployment
Apply your knowledge to actual use cases in manufacturing, research, and business automation. Design scalable architectures for production environments.
8.5-Hour Comprehensive Curriculum
A carefully crafted learning journey from foundations to advanced applications
🎯 Foundations: From Traditional AI to Agentic Systems
Deep dive into the theoretical underpinnings of autonomous agents. Understand the evolution from static AI to dynamic, reasoning-capable systems. Explore perception engines, reasoning mechanisms, action loops, and the cognitive architecture of modern AI agents.
💻 Lab 1 & 2: Building Your First Intelligent Agents
Get hands-on with OpenAI and Claude APIs. Master function calling and tool integration from the ground up. Build interactive agents that can query databases, call APIs, and use external tools effectively.
🍽️ Lunch & Networking
Connect with fellow participants, discuss agent architectures, and share ideas over lunch.
🔗 Lab 3: LangChain & LangGraph – Advanced Orchestration
Master the ReAct pattern and build sophisticated multi-step workflows. Create stateful agents with memory, complex decision trees, and tool chains. Learn when to use LangChain vs LangGraph for different use cases.
🌐 Lab 4: Model Context Protocol & Multi-Agent Systems
Explore cutting-edge standardized protocols for agent communication and tool integration. Build interoperable agent systems that can collaborate, share context, and coordinate complex tasks across multiple specialized agents.
🎓 Capstone: Design Thinking & Real-World Applications
Collaborate in breakout sessions to architect agent systems for manufacturing, research automation, and business processes. Present your solutions, receive feedback, complete the final assessment, and earn your micro-credential badge.
Advanced Topics Covered
Go beyond the basics with production-grade techniques and patterns
Agent Architectures
Stateless vs stateful agents, reactive vs cognitive systems, hierarchical multi-agent frameworks. Learn when to use each approach for optimal results.
Reasoning Depth
Chain-of-Thought (CoT), Tree-of-Thought (ToT), Graph-of-Thought, and algorithmic reasoning. Optimize for speed vs accuracy in agent decision-making.
Memory Systems
Implement short-term and long-term memory using vector databases. Handle catastrophic forgetting and enable continuous learning in production.
Failure Modes & Debugging
Systematic identification and fixing of hallucinations, reward hacking, infinite loops, and execution errors. Build reliable, robust agents.
Performance Optimization
Latency reduction, cost optimization, caching strategies, and parallel execution. Make your agents production-ready and efficient.
Safety & Alignment
Implement guardrails, output validation, and safety constraints. Ensure your agents behave predictably and safely in production environments.
Technologies & Tools
Master the complete toolkit for modern agentic AI development
Who Should Attend
This comprehensive program is designed for diverse backgrounds
Software Developers
Expand your skillset with cutting-edge AI agent development. Build autonomous systems that enhance your applications and automate complex workflows.
Students & Researchers
Get ahead of the curve in AI research. Understand the latest developments in agentic AI and apply them in your studies or research projects.
Industry Professionals
Discover how agentic AI transforms business processes. Learn practical applications in manufacturing, customer service, and operational automation.
AI Enthusiasts
Take your AI knowledge to the next level. Move beyond simple chatbots to building sophisticated autonomous agents with real-world impact.
Prerequisites & Requirements
What you need to succeed in this comprehensive program
💻 Technical Skills
- Basic to intermediate Python programming
- Familiarity with APIs and RESTful services
- Laptop with Python 3.10+ installed
- Git and command line basics (helpful but not required)
🧠 AI Knowledge
- Basic understanding of machine learning concepts
- Familiarity with LLMs helpful but not required
- We’ll cover LLM fundamentals from scratch
- Curiosity and willingness to learn!
📦 Materials to Bring
- Your laptop (fully charged)
- Notebook for taking notes
- Enthusiasm and questions!
- API keys provided during workshop
What You’ll Earn
Recognized credentials for your professional development
Official Micro-Credential Badge
Earn a verified digital badge recognizing your expertise in Agentic AI development. Share on LinkedIn, resumes, and professional profiles.
Complete Code Repository
Access to all workshop materials, code examples, and hands-on exercises. Continue learning and building after the workshop.
Professional Network
Connect with fellow AI practitioners, researchers, and industry professionals. Join our alumni network for ongoing collaboration.
Registration
Invest in your AI expertise with flexible pricing options
Ready to Master Agentic AI?
Limited seats available for this intensive, comprehensive program. Secure your spot today and start building autonomous AI agents that can transform your career and organization.
Register Now – Seats Filling Fast! →Questions? Contact us at baditya@iastate.edu