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Learning Path◆·6 courses

Prompt Engineering

Master the craft of prompting — from your first ChatGPT message to tight production system prompts. Every example in the path is a real, verified output from Claude, GPT, or Gemini, captured live from the API. Foundation course (1000 credits) unlocks the expansions for code, cross-model mastery, and beyond.

You'll Become

Prompt Engineer who writes specific, testable prompts that work consistently across model families and ship to production.

6courses
~7 hours 45 minTotal Duration
148lessons
Included Courses
6 milestones · ~7 hours 45 min
  1. 01The Prompt Engineering Path — Foundations
  2. 02Prompts for Code & Engineering — The Prompt Engineering Path
  3. 03Cross-Model Mastery — The Prompt Engineering Path
  4. 04Production Prompt Engineering: Lessons from 36 AI Tools
  5. 05Prompt Engineering for Business: Master AI Communication
  6. 06AI Prompt Security: Attack & Defense
02 / Curriculum

The full roadmap.

Each milestone unlocks the next. Pause anytime — Nerdo remembers exactly where you stopped.
01
Beginner·75 min42 lessons

The Prompt Engineering Path — Foundations

Learn the craft of prompting — from your first ChatGPT message to a tight production-grade system prompt. Real, verified outputs from Claude, GPT, and Gemini. Day-to-day scenarios, no fluff. The gateway to the full Prompt Engineering learning path.

02
Intermediate·80 min26 lessons

Prompts for Code & Engineering — The Prompt Engineering Path

The expansion course for engineers. Master code-generation prompts, debugging prompts, refactor locks, structured code-review prompts, and the prompt patterns that make Cursor, Claude Code, Aider, and Copilot productive. Every example is a real, verified Claude output you can re-run.

03
Intermediate·90 min24 lessons

Cross-Model Mastery — The Prompt Engineering Path

The same prompt sent to Claude, GPT, and Gemini lands three different responses. Learn the dialects: tone, instruction-following, structured output, refusal shape, system-prompt loyalty. Every comparison in this course was captured live from the three frontier APIs — not from training data, not from screenshots.

04
Intermediate·80 min20 lessons

Production Prompt Engineering: Lessons from 36 AI Tools

Master production-grade prompt engineering by analyzing real system prompts from Cursor, Claude Code, Devin, Windsurf, v0, and 30+ other AI tools. Learn the exact patterns used by industry leaders.

05
Beginner·60 min18 lessons

Prompt Engineering for Business: Master AI Communication

Master practical prompt engineering techniques for business success. Learn to write effective prompts for marketing, sales, HR, and operations. No coding required - actionable frameworks and templates you can use immediately with ChatGPT, Claude, Gemini, and other AI tools.

06
Intermediate·80 min18 lessons

AI Prompt Security: Attack & Defense

Master prompt security from both offensive and defensive perspectives. Learn extraction techniques, injection vectors, defense strategies, and incident response using real-world case studies from 36+ leaked AI system prompts.

When you finish

Run a mock interview

Practice with Nerdo as your interviewer. We tailor the questions to this path and grade your performance at the end.

Practice for the interview
Ready when you are

Start with course one.

The first lesson unlocks 50 XP. Most learners finish the opening course in a single weekend.

Start Learning