GA200: Building Harnesses for Reliable Generative AI Systems (Synchronous E-Learning)
About This Course
This course equips learners with the practical skills to build, integrate, and deploy generative AI applications in real-world environments. Designed for developers, technical leads, and AI practitioners, it bridges foundational AI knowledge with hands-on application design and deployment strategies.
Learners will explore core architectural patterns, agentic workflows, and multi-model orchestration techniques that power modern AI systems. Through a combination of toolkits, integration frameworks, and governance best practices, they will develop the competencies needed to build scalable and responsible generative AI systems.
By the end of the course, learners will have built, evaluated, and deployed a working generative AI application. The course emphasises safe and effective development practices through the use of cloud platforms, guardrails, and evaluation pipelines.
What You'll Learn
- Apply retrieval-augmented generation and prompt-based workflows to contextualise language model outputs, using integration patterns for scalable and responsive AI systems
- Configure and troubleshoot multi-model generative AI architectures by designing model pipelines and resolving system compatibility issues across software environments
- Implement guardrail strategies and API management techniques to build safe, modular agentic AI workflows that are operationally robust and human-in-the-loop ready
- Apply cloud-based deployment strategies to run and optimise generative AI models, including techniques for identifying and resolving errors using log analysis and system diagnostics
- Apply governance frameworks and evaluation metrics to test, align, and safeguard language model behaviour, while building interactive AI applications using industry tools
Entry Requirements
- English Language C6 grade and above for GCE 'O' Level or equivalent
- Basic computer literacy: Participants should possess foundational skills in using computers and internet applications