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Course Details
Topic 1: Overview of Large Language Model (LLM)
- What is Large Language Model?
- Use cases of LLM applications
- Introduction to Gemini LLM
Topic 2: Multimodal Prompting with Gemini Pro LLM
- Introduction to Google AI Studio
- What is Multimodal Prompting
- Multimodal Prompting with Google API Key
- Introduction to Vertex AI
- Multimodal Prompting with Vertex AI
Topic 3: Building LLM Applications with Google Gemini LLM
- Overview of Langchan Components
- Automate Workflow with Langchain and Gemin Model
- Create AI Agent Using Langchain and Gemini LLM Model
Topic 4: Implementing Retrieval Augmented Generation (RAG)
- Overview of LLM driven RAG technology
- Document Loading and Splitting
- Embedding
- Vector Databases
- RAG Implementation,
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
- AI Application Developer
- Machine Learning Engineer
- Data Scientist
- AI Product Manager
- Natural Language Processing Engineer
- AI Research Scientist
- Software Developer (AI Specialization)
- AI Strategy Consultant
- AI Solutions Architect
- Computational Linguist
- Robotics Engineer
- AI Algorithm Developer
- Big Data Analyst
- AI System Designer
- Innovation Manager (AI Focus)
- User Experience Designer for AI Systems
- AI Project Coordinator
- AI Business Development Manager
- AI Policy Analyst
- AI Ethicist
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.
Customer Reviews (2)
- will recommend Review by Course Participant/Trainee
-
Programme is good, covers both theory and codes. Codes are useful for application. (Posted on 4/21/2020)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
-
Add some more machine learning forecasting elements (Posted on 8/28/2019)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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