Welcome to AI Foundations

Think of this as your starting point in the world of artificial intelligence. Whether you’re a curious beginner or looking to solidify your understanding, this is where we break down the building blocks that make AI work.

Here, we explore the core concepts of machine learning, dive into the algorithms that power intelligent systems, and demystify the math and logic behind it all. No fluff, no hype—just clear explanations of the fundamental ideas that every AI practitioner should know.

From neural networks to optimization techniques, from supervised learning to deep learning architectures, we’ll walk through these topics together at a pace that makes sense. Our goal is simple: help you build a solid foundation so you can confidently explore more advanced AI topics or apply these concepts in your own projects.