Course Details
Topic 1. Introduction to Large Language Model (LLM) AI Orchestration
- Overview of LLM AI orchestration
- Running local LLM
- Building an LLM app
- Debugging LLM app
Topic 2 Retrieval-augmented generation (RAG)
- Overview of Retrieval-augmented generation (RAG)
- Text Embedding
- Vector database
- Similarity Search
- Building an RAG
Topic 3. Implementing a Multi-Agent AI Workflow
- Introduction to the ReAct agent framework
- Implementing a ReAct agent
- Equipping agent with tools and skills
- Overview of multi-agent AI frameworks - LangGraph, CrewAI, AutoGen etc
- Setting up and running your first multi agent workflow
Course Admin
Promotion Code
Promo or discount cannot be applied to WSQ courses
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.
Minimum Software/Hardware Requirement
Softtware: Windows / Mac
Hardware: Laptop
About Progressive Wage Model (PWM)
The Progressive Wage Model (PWM) helps to increase wages of workers through upgrading skills and improving productivity.
Employers must ensure that their Singapore citizen and PR workers meet the PWM training requirements of attaining at least 1 Workforce Skills Qualification (WSQ) Statement of Attainment, out of the list of approved WSQ training modules.
For more information on PWM, please visit MOM site.
Funding Eligility Criteria
Individual Sponsored Trainee | Employer Sponsored Trainee |
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SkillsFuture Credit:
PSEA:
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Absentee Payroll (AP) Funding:
SFEC:
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Who Should Attend
- AI Systems Architect
- Multi-Agent Systems Developer
- LLM AI Specialist
- RAG Algorithm Engineer
- AI Orchestration Consultant
- Machine Learning Engineer
- Data Scientist
- AI Application Developer
- AI Research Scientist
- Software Developer for AI Systems
- AI Strategy Consultant
- Technology Innovation Manager
- AI Project Manager
- Natural Language Processing Engineer
- AI Solutions Architect
- Cloud Computing Specialist
- AI Workflow Analyst
- Embedded Systems Engineer
- Robotics Engineer
- Digital Transformation Advisor
Trainers
Siva Kumar is a Bigdata solution architect with 10 years of IT
Agus Salim : I am professional with more than 10 years of experience in Project Management, IT Solutions Management, and Systems Integration both in waterfall and agile methodology. He started out his career as a Web Developer before moving on to Business Analyst/Project Manager. He has strong leadership and the capability of leading a team with a proven ability to deliver projects with tight timelines. Besides his experiences in managing projects, he has good knowledge in Cybersecurity and hands-on experience in Next Generation Firewall such as Check Point. During his free time, he likes to explore Cloud Technology, especially on Microsoft Azure. Agus Salam is AWS cloud practitioner certified. I am also ACLP certied trainer.
Quah Chee Yong : Start-up experience in the field of Data Analytics and Digital Assistant/Chatbot. Blockchain Enthusiast. Lead Trainer (ACLP) in the field of AI/Data Science. General Management experience in Sales, Marketing, Business Development, Technical Services, Shipping/Marine & Supply Chain, HSSE/Risk Management and Support Functions Combination of Commercial, Operational and Technical background in MNCs covering the Asia Pacific region Staff/Stakeholders Management in a virtual matrix organizational setup spanning diverse cultures globally. I have obtained AWS certification.
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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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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 - Nil Review by Course Participant/Trainee
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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