Professional Training · Generative AI & Agentic AI Track
Building AI Agents with LLM Orchestration
A hands-on, code-first course in building AI agents using modern LLM orchestration frameworks. You will implement tool-calling, retrieval and multi-step reasoning chains, and package an agent for deployment behind a production API.
Authorised Instructors
Eric Tai
Head, Technology
- Security – Specialty
- DevOps Engineer – Professional
- Solutions Architect – Professional
- CloudOps Engineer – Associate
- +4 more
Hui Liang
Chief Digital Officer
- Security – Specialty
- Generative AI Developer – Professional
- Solutions Architect – Professional
- CloudOps Engineer – Associate
- +5 more
Any of these AWS Authorised Instructors may deliver this class, depending on the scheduled run. Trainers confirmed on enrolment.
Who Should Attend
- Software Developers: Engineers building applications on top of LLM APIs.
- Backend Engineers: Engineers exposing agent capability through internal services.
- Data Scientists: Practitioners moving from notebooks into deployable agent code.
- Product Engineers: Engineers embedding agents into existing products.
- Technical Leads: Leads evaluating orchestration frameworks for their stack.
Prerequisites
This is an intermediate course. To get the most from it, you should have:
Working knowledge of Python.
Familiarity with REST APIs and JSON.
Basic exposure to LLM prompting is helpful but not required.
Learning Objectives
In this course, you will learn to:
Implement tool-calling: Give agents structured access to external functions and data.
Chain reasoning steps: Build multi-step workflows with intermediate planning.
Add retrieval: Ground agent responses in your own documents and data.
Manage state and memory: Persist context across a multi-turn agent session.
Deploy behind an API: Package and serve an agent as a production endpoint.
Certification
This course does not map to a vendor certification exam. It gives engineering teams the practical orchestration skills to ship their first production agent. Every participant receives a My Code Campus certificate of completion.
In-person in Kuala Lumpur or live virtual. Team & enterprise rates available.
