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Course Outline
Introduction to Multi-Agent Systems
- Defining multi-agent systems within the AI ecosystem.
- Key benefits and inherent challenges.
- Enterprise use cases and practical applications.
AgentCore for Multi-Agent Orchestration
- Overview of the AgentCore orchestration architecture.
- Managing multiple agents across diverse workflows.
- Hands-on lab: orchestrating simple agent interactions.
Collaboration and Communication Models
- Message passing and shared memory patterns.
- Strategies for negotiation and task allocation.
- Hands-on lab: implementing agent collaboration protocols.
Specialization and Role Assignment
- Designing specialised agents tailored for specific tasks.
- Balancing autonomy with necessary coordination.
- Hands-on lab: creating role-specific agents.
Scaling Multi-Agent Systems
- Architectural considerations for enterprise-scale deployment.
- Performance monitoring and load balancing techniques.
- Hands-on lab: scaling an orchestrated agent system.
Governance, Security, and Compliance
- Auditability and observability for multi-agent workflows.
- Permissioning and security models.
- Case study: ensuring compliance in regulated environments.
Future Directions in Multi-Agent AI
- Trends in autonomous collaboration.
- Emerging research into agent collectives.
- Strategic implications for enterprise adoption.
Summary and Next Steps
Requirements
- Robust understanding of AI and machine learning systems.
- Proven experience with distributed system design.
- Familiarity with AWS services and cloud-based architectures.
Target Audience
- System architects.
- AI researchers.
- Enterprise strategy teams.
14 Hours
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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