Build Full-Stack AI-Powered Apps

Learn how to integrate AI into your apps - no ML background needed

What you'll learn
- Understand Large Language Models (LLMs) and how they work
- Work with tokens, context windows, and model settings
- Write effective prompts using proven prompt engineering techniques
- Build a chatbot from scratch with a clean, maintainable architecture
- Create a review summarizer that helps users make faster decisions
- Integrate open-source models using Hugging Face and Ollama
- Run models locally on your own machine
- Apply best practices and clean code principles
- Use modern tools to build full-stack AI-powered apps (Bun, Tailwind CSS, shadcn/ui, Prisma, and more)

Requirements
- Solid foundation in JavaScript and TypeScript
- Familiarity with the basics of React (components, JSX, hooks)
- Optional: Familiarity with backend development or databases

Description
AI is everywhere — but can you actually build with it?

Most developers have played around with ChatGPT. Maybe you’ve even copied some AI-generated code into your project. But that’s not the same as building real, AI-powered features that make your apps smarter, more engaging, and more valuable to users.

That’s exactly what this course is about.

In Build Full-Stack AI-Powered Apps, I’ll walk you step by step through theconcepts, modern tools, and best practicesyou need to create production-ready apps powered by AI.

This is the AI course every developer needs right now.What You'll Learn

Understand Large Language Models (LLMs) and how they work

Work with tokens, context windows, and model settings

Write effective prompts using proven prompt engineering techniques

Build a chatbot from scratch with a clean, maintainable architecture

Create a review summarizer that helps users make faster decisions

Integrate open-source models using Hugging Face and Ollama

Run models locally on your own machine

Apply best practices and clean code principles

Use modern tools to build full-stack AI-powered apps (Bun, Tailwind CSS, shadcn/ui, Prisma, and more)

What You'll Build

Chatbot: Build a chatbot that can answer questions about an imaginary theme park — things like “What rides are suitable for kids under 10?”, “Where can I find vegetarian food options?”, or “What are the park’s opening hours?”. Instead of clicking through menus or digging through a website, visitors can get instant answers. Step by step, you’ll create the backend, structure your code using clean architecture principles, and build a modern frontend that makes the experience seamless and engaging.

Review Summarizer: These days, lots of apps let users summarize content so they can make faster decisions. In this project, we’ll build a tool that condenses customer reviews into clear, actionable insights. The techniques you’ll learn here can be applied to all sorts of AI-integrated features.

Who this course is for:
- Anyone who wants to add AI skills to their developer toolkit
- Frontend devs ready to go full-stack with AI-powered features
- Developers who want to learn modern tools and best practices for building real-world apps
- Anyone tired of “AI hype” and looking for practical, hands-on projects
More Info