Course Details
Topic 1 Overview of Large Language Model (LLM)
- What is Large Language Model (LLM)?
- Compare of OpenAI and LLaMA models
- Opportunities LLM applications
- Industrial use cases of LLM applications
Topic 2 Build a LLM Chatbot with Flowise AI
- Overview of Flowise AI?
- Create the first Chatflow (
- Combing multiple chains (prompt chaining)
- Output Parser
- Build a LLM chatbot with Flowise AI
Topic 3 Build a LLM Retrieval Augmented Generation (RAG) Application with Flowise AI
- Overview of LLM driven RAG technology
- File loader and text splitters
- Text embedding vector stores
- Create a RAG application
Course Info
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
Software:
You can download and install the following software:
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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Job Roles
- Customer Service Manager
- Chatbot Developer
- AI Product Manager
- Digital Marketing Specialist
- Customer Experience Strategist
- IT Support Specialist
- Web Developer
- AI Implementation Consultant
- Technical Support Engineer
- Chatbot Design Consultant
- UX/UI Designer for Chatbots
- Data Analyst
- Software Engineer
- Business Analyst
- Innovation Manager
- Project Manager
- AI Researcher
- Customer Insights Analyst
- Quality Assurance Engineer
- E-commerce Manager
Trainers
Solomon Soh Zhe Hong: Solomon is ACTA certified and has trained and coached over 100 professionals in the area of data science, python programming and coding. Solomon is a Certified AI Engineer Associate by AI Singapore and holds certifications in Alibaba Cloud Architect and Alteryx respectively. Solomon interests include Reinforcement Learning, Natural Language Processing and Time-Series analysis.
Alfred Yap Swee Leong: Alfred Yap is an ACLP certified trainer with strong financial and shopper marketing domain background and extensive experience in information technology. In addition, he is both an IBM certified Cloud Computing Practitioner and an IBM Enterprise Design Thinking Practitioner.
Alfred Yap has spent decades teaching adult learners since the 90s. Kickstarting his teaching career as a trainer for Oracle University. Thereafter, he has had vast experience conducting ICT related training to various companies in the Consulting, Media, and Training industry.
Alfred Yap earned his undergraduate degree from USF, America and master degree from NTU, Singapore majoring in Knowledge Management. His current interests include Cyber Security, Cloud computing and Blockchain.
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