About the course.

The Generative AI Engineering & LLM Integration programme is an intensive 40-hour hands-on course designed to equip participants with the technical skills and applied knowledge to develop and integrate Generative AI systems powered by Large Language Models (LLMs) such as OpenAI GPT, Gemini, and DeepSeek.

Participants will explore how LLMs understand, process, and generate human-like language, while learning how to design conversational logic, fine-tune prompts, and build real-world AI applications using Python. The programme also emphasizes practical deployment through Flask or Streamlit, enabling participants to embed AI seamlessly into web and business environments.

By combining theory, coding exercises, and project-based learning, this course provides a complete journey from understanding neural network foundations to creating AI-driven applications that are efficient, intelligent, and ethically aligned.

What you will learn.

Day 1

Fundamentals of Generative AI and Neural Networks

Gain a deep understanding of the core concepts behind Generative AI, neural network structures, and how LLMs process language through tokenization and embeddings.

Day 2

API Integration and Chatbot Development

Learn how to connect your Python environment with popular LLM APIs such as OpenAI GPT, Gemini, or DeepSeek. You’ll also build your first functional chatbot.

Day 3

Advanced Prompt Engineering and Model Fine-Tuning

Master the art of prompt design to control model outputs effectively. Learn key techniques such as few-shot vs. zero-shot learning, chain-of-thought prompting, and context anchoring.

Day 4

Application Integration and Deployment

Learn how to integrate your AI model into interactive web applications. Explore backend frameworks like Flask and Streamlit for deployment.

Day 5

Responsible AI and Capstone Project

Understand the importance of ethical AI deployment, addressing issues like bias, hallucinations, and misinformation.

Why Choose MSDI?

Trusted by leading corporations and government agencies across Malaysia, MSDI has empowered thousands of professionals through its wide range of nationally and internationally accredited training programmes. Here are some of our featured clients:

Certification Awarding Body

Who should take this course?

• Data Scientists and Machine Learning Engineers

  
  

• Software Developers integrating AI into products

  
  

• Digital Transformation and Innovation Leaders

  
  

• Educators, Trainers, and Researchers exploring LLM applications