Track overview

Real-World Projects

Apply your prompt engineering skills to real-world challenges. Build AI content pipelines, customer support bots, code review tools, RAG systems, and more through guided, hands-on projects.

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Built for progress

Learn in modules, then certify

Work through the lessons in order, use the quizzes as checkpoints, and finish with a certificate-ready exam.

Lessons

8 modules in this track

Time

~3h

Self-paced reading and quizzes

Modules

Work through the track in order

📝

Module 1

Build an AI Content Pipeline

Build a multi-step AI content creation workflow that takes you from research to a fully optimized, publish-ready article.

1 lessons

Build a Complete AI Content Creation Workflow

Design and execute a multi-step content pipeline: research, outline, draft, edit, and SEO optimize — all powered by AI prompts.

18 minQuiz

🤖

Module 2

Customer Support Bot System Prompt

Design a production-ready system prompt for an AI customer support bot with tone control, guardrails, escalation logic, and FAQ handling.

1 lessons

Design a Complete AI Customer Support System Prompt

Build a professional system prompt for a customer support chatbot that handles tone, boundaries, escalation, and common questions gracefully.

16 minQuiz

🔍

Module 3

Code Review Assistant

Build an AI-powered code review tool that uses API calls to automatically analyze pull requests for bugs, style issues, and security vulnerabilities.

1 lessons

Build an AI Code Review Tool with API Integration

Create a Python-based code review assistant that uses LLM API calls to analyze code for bugs, security issues, style violations, and improvement opportunities.

20 minQuiz

📊

Module 4

Data Analysis with AI

Learn to analyze data with ChatGPT and Claude — from describing datasets to extracting insights and creating visualizations, all through prompts.

1 lessons

Analyze Data with AI: From Raw Data to Insights

A step-by-step guide to using AI for data analysis: describe your data, ask the right questions, extract insights, and generate visualizations — no coding required.

17 minQuiz

📧

Module 5

AI Email Sequence Generator

Build complete multi-email marketing sequences using AI email marketing prompts — from audience analysis through A/B testing and follow-ups.

1 lessons

Build an AI-Powered Email Marketing Sequence

Learn to craft AI email marketing prompts that generate high-converting email sequences with audience targeting, compelling subject lines, persuasive body copy, A/B variants, and automated follow-ups.

15 minQuiz

🔍

Module 6

Build a RAG Pipeline

Build a complete Retrieval-Augmented Generation pipeline — from document chunking and embedding through retrieval and answer synthesis — in this RAG tutorial prompt engineering project.

2 lessons

Document Chunking & Embedding

Learn to split documents into optimal chunks and generate vector embeddings — the foundation of any RAG tutorial prompt engineering workflow.

15 minQuiz

Retrieval & Answer Synthesis

Complete the RAG pipeline: retrieve relevant chunks, craft synthesis prompts, and generate grounded answers with citations.

15 minQuiz

📄

Module 7

AI-Powered Resume Optimizer

Optimize your resume with AI — analyze job descriptions, extract keywords, rewrite bullet points, score for ATS compatibility, and generate tailored cover letters.

1 lessons

Optimize Your Resume with AI

Use prompt engineering to optimize resume with AI: parse job descriptions, extract priority keywords, rewrite experience bullets, run ATS scoring, and generate matching cover letters.

16 minQuiz

🛡️

Module 8

Adversarial Prompt Testing Suite

Build a red-teaming framework for prompt injection testing — identify attack vectors, craft adversarial test prompts, evaluate defenses, and harden system prompts.

2 lessons

Identifying Attack Vectors & Crafting Test Prompts

Learn the taxonomy of prompt injection attacks and build a systematic test suite for prompt injection testing against your AI applications.

16 minQuiz

Hardening System Prompts Against Attacks

Learn defense techniques to harden your system prompts: input validation, output guardrails, layered defense, and iterative red-team hardening.

14 minQuiz

Earn your certificate

Complete every lesson in the Real-World Projects track and pass the certification exam to earn a verifiable certificate.

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