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.

8 modules · 10 lessons

~3 hours

Certificate available

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.

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

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.

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

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.

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

Data Analysis with AI

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

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

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.

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

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.

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

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.

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

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.

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 all lessons and pass the certification exam to earn a verifiable certificate for the Real-World Projects track.

Start Learning