- Course
- AI
Introduction to Artificial Intelligence
AI is pattern-matching software that learns from data to perform tasks requiring human judgment. This course will teach you what AI actually does and when to use it in production systems.
What you'll learn
Everyone's talking about AI, but most explanations are either marketing hype or academic theories that don’t help with real implementation decisions. In this course, Introduction to Artificial Intelligence, you'll learn to understand what AI actually is and make informed decisions about using it in production.
First, you'll explore how AI learns through pattern recognition rather than true understanding. Next, you'll discover AI's core capabilities in language processing, computer vision, and decision-making, along with their fundamental limitations. Finally, you'll learn how to evaluate what works in production versus what fails, including monitoring, deployment strategies, and cost management. When you're finished with this course, you'll have the skills and knowledge of AI fundamentals needed to make better implementation decisions and avoid common pitfalls that derail AI projects.
Table of contents
About the author
25+ years building, breaking, and fixing systems. Hampton makes complex tech accessible by meeting learners where they are—from fundamentals to advanced topics, always with practical clarity.