Artificial Intelligence (AI) is a branch of computer science that focuses on the development of intelligent machines capable of performing tasks that typically require human intelligence and it aims to simulate human-like cognitive processes.
This instructor-led, live training (online or onsite) is aimed at professionals who wish to learn and understand the concept of AI and how to use it effectively and responsibly.
Format of the Course
- Interactive lecture and discussion.
- Exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Introduction to AI
- Overview of AI and its impact across industries
- Understanding the basics of machine learning and deep learning
- Discussion on the evolution of AI technologies and their current capabilities
Introduction to Generative AI and Large Language Models (LLM)
- Understanding generative AI and its applications.
- Exploring the architecture and capabilities of ChatGPT
- Understanding privacy issues
- Prompt Engineering
Foundations of Retrieval Augmented Generation (RAG)
- The concept of RAG and how it enhances generative models
- Integrating retrieval into generative models for better context understanding
- Workshop: Implementing a basic RAG model for information retrieval
GPT + RAG for Insights from Unstructured Data
- Techniques for extracting insights from unstructured data using GPT and RAG
- Case study: Analysis of textual data to gather business intelligence
GPT for Insights from Structured Data
- Applying GPT models to structured data analysis
- Techniques for transforming structured data into a format suitable for GPT
AI Tools and Software
- ChatGPT
- Claud
- Copilot
- LlamaIndex
- Langchain
香港 - Introduction to Artificial Intelligence (1day)
台灣 - Introduction to Artificial Intelligence (1day)
Australia - Introduction to Artificial Intelligence (1day)
Malaysia - Introduction to Artificial Intelligence (1day)
New Zealand - Introduction to Artificial Intelligence (1day)
Philippines - Introduction to Artificial Intelligence (1day)
Singapore - Introduction to Artificial Intelligence (1day)
Thailand - Introduction to Artificial Intelligence (1day)
Vietnam - Introduction to Artificial Intelligence (1day)