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Duration 14 hours
Course Outline
Introduction to AI Agents
- The definition and nature of AI agents.
- Classifications of AI agents: reactive, proactive, and hybrid models.
- Practical applications of AI agents in real-world contexts.
Core Design Principles
- Essential components constituting an AI agent.
- The dynamics of interaction between agents and their environment.
- An introduction to agent-based modelling.
Developing Basic AI Agents
- A survey of the tools and frameworks used in AI agent development.
- Practical exercise: Constructing a fundamental chatbot using Rasa.
- Modifying and customising agent behaviours.
Advanced AI Agent Functionality
- The integration of natural language understanding.
- Embedding machine learning models.
- Tailoring agent responses for personalisation.
Real-World Application Scenarios
- Utilising AI agents in customer service operations.
- Virtual assistants and enhancements to personal productivity.
- Interactive tools for educational purposes.
Optimising Performance
- Improving the operational efficiency of agents.
- Factors to consider regarding scalability.
- Assessing agent performance through KPIs.
Ethical and Societal Implications
- Mitigating biases inherent in AI agents.
- Guaranteeing privacy and robust data security.
- Adhering to regulatory frameworks for AI.
Challenges and Future Trajectories
- Limitations regarding scalability and performance.
- Ethical considerations during the deployment of AI agents.
- Evolving trends within AI agent technology.
Requirements
- A foundational grasp of artificial intelligence principles
- Proficiency in Python programming
Target Audience
- Individuals with a keen interest in AI
- Professionals in the IT sector
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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