LADP Essentials

Course Overview

LADP Essentials is a hands-on introduction to building LLM applications, designed for professionals with no prior programming background. The programme covers Prompt Engineering, RAG, Agentic Workflows, and Production Readiness through guided labs using Flowise. Participants finish ready to design, evaluate, and responsibly deploy AI applications in the real world.

2-months self-paced online

Self-serve & async — no scheduled sessions, no live classes

Learn by building — build a working result and learn why it works

Real enterprise use cases throughout — every example grounded in scenarios AISG's AI Engineers encountered in the field

No coding background required

Digital certificate upon completion

What You'll Learn

  • Explain LLMs & prompting — how tokens, context, and message roles shape output
  • Write an enterprise system prompt — structure a rigorous prompt for a specific business task
  • Understand RAG end-to-end — chunking, embeddings, vector search, and generation
  • Build a RAG chatbot — answer questions over your own documents
  • Understand agents & tool use — how an LLM reasons, calls tools, and takes action
  • Build an agentic workflow — extend a chatbot with MCPs and tool use
  • Evaluate and deploy responsibly — evaluation basics, deployment and identifying key risks like prompt injection, data leakage, and bias
Register for this programme

Programme Fees (incl. 9% GST)

Singapore Citizen (SC)

S$196.20

Permanent Resident (PR)

S$196.20

Others

S$545.00

Singapore Citizens and PRs, verify your status with Myinfo via Singpass.