Full Stack AI Developer Roadmap for Beginners

Your journey as a full-stack AI developer starts here!

• Course Introduction

HTML and CSS are the two most fundamental building blocks of modern web applications. They decide the content and appearance of your webpages.

• Preparations
• HTML Elements
• Text Elements
• Layout Elements
• Cascading Style Sheet
• Basic Selectors

JavaScript was created to power interactivity on the web. Nowadays, it has grown into the foundation of many full stack web applications.

• Introduction
• Basic Syntax
• Variables
• Data Types
• Numbers & BigInt
• Strings

This chapter covers the frontend-specific JavaScript topics and discusses how to manipulate the DOM tree using JavaScript.

• The DOM Tree
• Selecting Elements in the DOM
• DOM Navigation
• Changing Elements
• Adding Elements
• Removing Elements

In this chapter, we'll explore how to build server-side logic and APIs using Node.js, which allows JavaScript to run in the backend.

• Setting Up a Dev Environment
• Network & HTTP
• A Basic Web App
• Express.js
• Routing
• MVC Architecture

React.js is a powerful frontend library used in modern web applications. In this chapter, you'll learn how to build dynamic interfaces using React.js, and how to interact with external data and APIs.

• Introducing React.js
• Setting Up React Project
• React Project Structure
• JSX
• Conditional Rendering
• List Rendering

Next.js is a framework for building production-grade full stack applications. This chapter shows you how to create server and client rendered pages, APIs, and advanced features such as user auth and payment processing.

• Next.js Basics
• Routing
• Pages & Layout
• Server vs. Client Components
• API Routes
• Server Actions

Master the core concepts in AI development and build your first AI app. Discuss tokens, temperature, response streaming, prompt engineering, function calling, agents, and more.

• What Are LLMs?
• Setting Up OpenAI Account
• Tokens
• Context Window
• Compare LLM Models
• OpenAI Model Playground