Generative AI Training and Certification in Marina Bay, Singapore

This course introduces participants to the world of Generative Artificial Intelligence—technologies that can create new content such as text, images, audio, code, and more. It covers foundational concepts, major models like GPT, DALL·E, Stable Diffusion, and tools such as ChatGPT, Midjourney, and GitHub Copilot. The course combines theory with practical labs, focusing on real-world use cases in business, content creation, and automation.

Course Agenda

Foundations of Generative AI

• Introduction to generative AI: definition & evolution

• Overview of generative models: GANs, VAEs, Transformers

• Text vs. image vs. audio generation

• Overview of LLMs (GPT, BERT, PaLM, Claude)

Text Generation and Chatbots

• Deep dive into LLMs (e.g., GPT-4)

• Introduction to ChatGPT, Bard, and Claude

• Prompt engineering and optimization

Image & Audio Generation

• Generating images with DALL·E, Midjourney, and Stable Diffusion

• Prompt tuning for visual creativity

• AI video and audio generation tools

Generative AI in Practice

• Code generation using GitHub Copilot

• Integrating APIs (OpenAI, Hugging Face)

• Business use cases: marketing, content, documentation

Ethics, Governance, and Capstone

• Ethics, bias, and hallucination risks

• IP & copyright considerations

• Capstone project: Create a generative tool or use-case demo

• Presentations and peer reviews

Hands-on Exercises