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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
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (6)
- Fantastic experience Review by Course Participant/Trainee
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The course content was comprehensive and up to date. The practical exercises were the best part. (Posted on 3/13/2026)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 - Highly recommended Review by Course Participant/Trainee
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Good hands-on training with plenty of examples. I feel much more confident applying these skills now. (Posted on 11/10/2025)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 - Learned a lot Review by Course Participant/Trainee
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Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 3/8/2025)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 - Exceeded my expectations Review by Course Participant/Trainee
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Very informative and interactive. The small class size meant we got a lot of personal attention. (Posted on 11/6/2024)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 - Very useful course Review by Course Participant/Trainee
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The course materials were detailed and easy to reference afterwards. Great value for money. (Posted on 9/1/2024)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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