All Courses AI

Building AI Applications

Learn to build real products powered by large language models. Integrate the OpenAI API, build chatbots, use embeddings, and ship AI features into web applications.

17 lessons ~4.4h Includes real project 100% Free
What You'll Build

Module 2 — Project: AI Tutor Chatbot

Every course ends with a real project you build from scratch. No tutorials where you just follow along — you plan it, build it, and ship it yourself.

Course Curriculum

7 modules · 17 lessons · ~4.4h

1 Module 1 — Working with LLMs
4 lessons
  • Large Language Models Explained 12 min
  • The OpenAI API 20 min
  • Building a Multi-Turn Chatbot 22 min
  • Embeddings & Semantic Search 20 min
2 Module 2 — Project: AI Tutor Chatbot
1 lessons
  • Project: Build an AI Coding Tutor 15 min
3 Module 3 — RAG & Knowledge Systems
2 lessons
  • Retrieval-Augmented Generation (RAG) 14 min
  • Vector Databases 13 min
4 Module 4 — Deploying AI Apps
2 lessons
  • Cost, Rate Limits & Error Handling 12 min
  • Deploying to Production 13 min
5 Module 5 — Shipping Your AI App
3 lessons
  • Calling the Claude API from Python 18 min
  • Building a Flask App with AI 20 min
  • Deploying Your AI App to the Web 15 min
6 Module 6 — Running AI Apps Locally
2 lessons
  • Local AI App Development Workflow 14 min
  • Managing API Keys and Environment Variables 10 min
7 Module 7 — Advanced Claude API
3 lessons
  • Streaming Responses for Better UX 15 min
  • Tool Use: Giving AI Real Capabilities 20 min
  • Prompt Caching: Faster & Cheaper AI Apps 12 min