BeginnerStart here. No prior knowledge assumed.
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Lesson 1
What is Prompt Engineering?
Why how you ask matters as much as what you ask — the fundamentals of communicating with AI effectively.
Lesson 2
The Anatomy of a Good Prompt
Role, context, task, format, constraints — the components that make prompts consistently produce useful outputs.
Lesson 3
Common Prompt Mistakes
The most frequent errors that produce poor results — vagueness, missing context, wrong assumptions, no format guidance.
Lesson 4
Prompts for Writing Tasks
Drafting, editing, rewriting, summarising — the prompt structures that work for different writing tasks.
Lesson 5
Prompts for Research and Analysis
Research, comparison, summarisation, and the prompts that produce reliable analytical outputs.
What is the single most important element of a good prompt?
What is role-based prompting?
IntermediateBuild on the basics.
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Lesson 1
Few-Shot Prompting
Showing AI examples of what you want before asking — why examples outperform descriptions for format and style.
Lesson 2
Chain-of-Thought Prompting
Asking AI to show its reasoning step by step — when it improves accuracy and how to use it.
Lesson 3
Constraint Stacking
Layering multiple specific constraints to get exactly what you need — how each constraint changes the output.
Lesson 4
Iterative Refinement
Using AI outputs as starting points and refining through rounds of specific feedback.
Lesson 5
System Prompts
How system prompts configure AI behaviour before a conversation starts — and how to write effective ones.
What is few-shot prompting?
When does chain-of-thought prompting most improve results?
AdvancedDepth, edge cases and strategy.
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Lesson 1
Role-Based Prompting
Assigning specific roles to AI — how persona affects output quality and when it helps vs when it distracts.
Lesson 2
Prompt Chaining
Building complex outputs through sequences of connected prompts — each output becomes input for the next.
Lesson 3
Prompts for Code
Debugging, generating, explaining, and refactoring code — the prompt structures that work with coding AI.
Lesson 4
Building a Prompt Library
Documenting and organising effective prompts for repeated use — the professional practice of prompt management.
Lesson 5
Evaluating Prompt Quality
How to assess whether a prompt is producing the best possible output — systematic improvement methodology.
What is prompt chaining?
What is a system prompt?