---
title: "Prompting Guides | UCC Workforce Learning"
description: "Guides to prompting: how to write clear instructions for AI tools, add context and examples, and get useful, checked results in everyday work."
url: https://workforcelearning.unitedceres.edu.sg/resources/tag/prompting/
---

# Prompting

Guides to prompting: how to write clear instructions for AI tools, add context and examples, and get useful, checked results in everyday work.

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![](https://workforcelearning.unitedceres.edu.sg/covers/prompting-patterns-office-work.png)

AI for users

## Prompting Basics: 10 Patterns for Everyday Office Work

Ten prompt patterns that make AI help with office work clearer.

UCC Workforce Learning8 min read](https://workforcelearning.unitedceres.edu.sg/resources/prompting-patterns-office-work/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/prompting-vs-rag-vs-fine-tuning.png)

AI for builders

## Prompting vs RAG vs Fine-Tuning: Which One Should You Use?

When to improve the prompt, add your documents or retrain the model.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/prompting-vs-rag-vs-fine-tuning/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/tokens-and-context-windows.png)

AI for users

## Tokens and Context Windows Explained: Why AI Forgets and What It Costs

Why AI tools forget in long chats and how tokens drive cost.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/tokens-and-context-windows/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/ai-hallucination.png)

AI for users

## What Is AI Hallucination, and How Do You Reduce It?

Why AI states false things confidently and how to catch it.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/ai-hallucination/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/what-is-an-llm.png)

AI for users

## What Is an LLM (Large Language Model)? A Plain-English Guide

What a large language model is, how it works and where it fails.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/what-is-an-llm/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/vibe-coding-vs-prompt-engineering.png)

AI for builders

## Vibe Coding vs Prompt Engineering: What Is the Difference?

How asking AI for answers differs from building software with AI.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/vibe-coding-vs-prompt-engineering/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/what-is-vibe-coding.png)

AI for builders

## What Is Vibe Coding? A Beginner’s Guide

What vibe coding is, how it works and where its limits are.

UCC Workforce Learning7 min read](https://workforcelearning.unitedceres.edu.sg/resources/what-is-vibe-coding/)

## Ready to build your first AI app?

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[Apply now](https://workforcelearning.unitedceres.edu.sg/contact/?intent=apply&course=TGS-2026066909)[See course details](https://workforcelearning.unitedceres.edu.sg/courses/genai-builder-sprint/) [Have a question? Enquire](https://workforcelearning.unitedceres.edu.sg/contact/?course=TGS-2026066909)

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