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Mastering Prompt Engineering

The definitive guide to crafting prompts that get results. From zero-shot to complex chain-of-thought patterns.

Schedule

June 20 - June 27, 2026

Duration

2 weeks • 2hrs/wk

Project

Hands-on capstone

Detailed Curriculum

3 practical sections built around live exercises.

01

Prompt anatomy

Understand what makes prompts reliable across models and tasks.

Topics covered

  • Role, task, context, constraints, and format
  • System vs user instructions
  • Output schemas
  • Tone and audience control

Hands-on lab

Rewrite vague prompts into task-specific templates with measurable output requirements.

02

Reasoning and examples

Use examples, decomposition, and model-specific habits to improve harder tasks.

Topics covered

  • Zero-shot and few-shot prompting
  • Task decomposition
  • Self-checking prompts
  • Reasoning without overfitting to one model

Hands-on lab

Build a prompt that turns messy notes into a structured strategy memo.

03

Evaluation and iteration

Treat prompt engineering as a testable workflow instead of guesswork.

Topics covered

  • Prompt test cases
  • Rubrics and scoring
  • Regression examples
  • Prompt versioning

Hands-on lab

Create a mini evaluation set and compare two prompt versions against it.

What You Get Out Of It

Concrete capabilities you should leave with.

Design prompts with repeatable structure

Use examples and constraints effectively

Evaluate prompt quality with simple rubrics

Build reusable prompt templates for work