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Course Outline
Introduction to AI Agents
- What are AI agents?
- Types of AI agents: Reactive, proactive, and hybrid
- Applications of AI agents in real-world scenarios
Basic Design Principles
- Key components of an AI agent
- Agent-environment interaction
- Introduction to agent-based modeling
Building Simple AI Agents
- Overview of tools and frameworks for AI agent development
- Hands-on: Creating a basic chatbot using Rasa
- Customizing agent behaviors
Advanced AI Agent Capabilities
- Incorporating natural language understanding
- Integrating machine learning models
- Personalizing agent responses
Practical Use Cases
- AI agents in customer service
- Virtual assistants and personal productivity tools
- Interactive educational tools
Performance Optimization
- Enhancing agent efficiency
- Scalability considerations
- Measuring agent success with KPIs
Ethical and Social Implications
- Addressing biases in AI agents
- Ensuring privacy and data security
- Complying with AI regulations
Challenges and Future Directions
- Scalability and performance limitations
- Ethical considerations in AI agent deployment
- Emerging trends in AI agent technology
Summary and Next Steps
Requirements
- Basic understanding of artificial intelligence concepts
- Familiarity with Python programming
Audience
- AI enthusiasts
- IT professionals
14 Hours
Testimonials (1)
Trainer responding to questions on the fly.