Course Details
Course Details
What You'll Learn
Topic 1: Single Agent Foundations
Overview of Gemini ADK architecture
Agent lifecycle (User → Model → Tools → Memory → Response)
Model configuration and system instructions
Structured input and JSON output
Stateless vs stateful agents
Session handling basics
Building a single agent application
Topic 2: Tools, Memory and Sessions
Function calling and tool execution flow
External API integration
Custom tools (calculator, retrieval, database)
Tool chaining and error handling
Short-term memory (conversation history)
Long-term memory concepts
Vector database integration
Session management and user tracking
Topic 3: Multi-Agent Architecture
Why multi-agent systems
Agent specialization and separation of concerns
Supervisor, hierarchical and pipeline patterns
Agent-to-agent communication
Shared memory across agents
Workflow orchestration and delegation
Building a multi-agent application
Topic 4: MCP and Production Design
Model Context Protocol (MCP) fundamentals
Context envelope and capability declaration
Tool registry and discovery
Structured context passing between agents
Routing strategies (rule-based vs LLM-based)
Observability and tracing
Security and guardrails
Deployment and scaling considerations
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- AI Solutions Architect
- Machine Learning Engineer
- Multi-Agent Systems Developer
- AI Platform Engineer
- Conversational AI Developer
- LLM Application Developer
- AI Integration Specialist
- Agentic AI Engineer
- AI Product Manager
- Natural Language Processing Engineer
- AI Automation Engineer
- Cloud AI Engineer
- AI DevOps Engineer
- Intelligent Systems Designer
- AI Research Engineer
- Full Stack AI Developer
- AI Infrastructure Engineer
- Chatbot and Virtual Agent Developer
- AI Technical Consultant
- Enterprise AI Developer
Trainers
Trainers
Dr. Alvin Ang: Dr. Alvin Ang is a ACTA certified trainer. Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.
Dwight Nuwan Fonseka: Dwight Nuwan Fonseka is a ACLP certified trainer. He have a degree in Biotechnology from NUS, Advanced diploma in Pharmaceutical management from MDIS and Masters in Education from NTU. He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.
Review
Customer Reviews (2)
- will recommend Review by Course Participant/Trainee
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Programme is good, covers both theory and codes. Codes are useful for application. (Posted on 4/20/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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Add some more machine learning forecasting elements (Posted on 8/27/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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