When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Orchestrating Multi-Agent AI Ecosystems
Navigate the complexities of multi-agent systems and production deployment of agentic AI applications. This advanced course covers multi-agent coordination, adaptive learning systems, enterprise...
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Duration
2 days
Course Code
GAI-3103
Available Formats
Classroom
Overview
Course Description
Navigate the complexities of multi-agent systems and production deployment of agentic AI applications. This advanced course covers multi-agent coordination, adaptive learning systems, enterprise deployment strategies, and security considerations for production environments. Participants will learn to orchestrate teams of agents, implement learning and adaptation mechanisms, and deploy robust agentic systems that can scale in enterprise environments.
Skills Gained
By the end of this course, participants will be able to:
- Design and implement multi-agent systems with effective coordination mechanisms.
- Integrate learning and adaptation capabilities into agentic AI systems.
- Deploy agentic AI applications to production environments with enterprise-grade reliability.
- Implement security, safety, and robustness measures for production agentic systems.
- Monitor, maintain, and scale agentic AI applications in real-world environments.
- Apply governance and compliance frameworks to agentic AI deployments.
Who Can Benefit
- Software Developers
- Data Scientists
- AI/ML Engineers
Prerequisites
- Single-agent development experience (GAI-3101 or equivalent)
- Practical Python programming experience
- Experience developing complex software systems
Software
All attendees must have a modern web browser and an Internet connection.
Course Details
Course Details
Introduction to Multi-Agent AI Ecosystems
- Course Overview
- Why Multi-Agent Systems?
- Technical Setup
- Learning Approach and Collaboration
- Technical Stack and APIs
Understanding Multi-Agent Systems
- What is a Multi-Agent System?
- Core Characteristics
- Advantages and Challenges
- Communication Protocols and Semantics
- Coordination Models
Learning and Adaptation
- The Importance of Learning
- Learning Mechanisms
- Feedback and Self-Learning
- Adaptation in Agents
- Transfer Learning and Adaptation
Designing and Deploying Agentic Applications
- Design Principles
- Architecture Strategies
- Transitioning to Production
- Containerization and Orchestration
- Monitoring and Event-Driven Architecture
Safety and Security
- Cyber Threat Landscape
- Ensuring Safe Operations
- Robustness and Guardrails
- Governance Frameworks
- Risk Management and Business Continuity
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
the class/lecture was amazing and very easy to understand and was in detail.
very good and spcecific course and above all a very good instructor. In few days I have learned a lot.
The training was good but needed the basic skills of maximo before getting deep in the configuration of it.
Good training material and good instruction. More time needs to be provided for the lab work.
Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.
