I’ve designed this space to be the bridge between abstract math and the actual mechanics of Artificial Intelligence. For a long time, I’ve seen how daunting the “black box” of AI can be, so my goal is to strip away the mystery by mastering the foundations together: Linear Algebra and Calculus. Here, we aren’t just solving equations for the sake of it; we are learning how vectors represent data and how derivatives allow machines to learn from their mistakes. Whether you are a fellow learner or here to follow my teaching, this page is about turning complex theory into the intuitive building blocks you need to build and understand modern models. Let’s stop just using these algorithms and start understanding the logic that makes them breathe.