Mathematics for ML скачать в хорошем качестве

Mathematics for ML

📘 Math Made Simple for Machine Learning & AI! Many people think AI and Machine Learning require very advanced mathematics. In this video, we remove the fear and explain the core math concepts behind Machine Learning — Linear Algebra and Calculus — in a simple, intuitive, beginner-friendly way. No heavy equations. No complex proofs. Just clear understanding of why math matters in AI. 🔍 What you’ll learn in this video: ✔ Why mathematics is essential for Machine Learning ✔ What Linear Algebra means in AI (vectors & matrices) ✔ How data is represented mathematically ✔ What Calculus does in Machine Learning ✔ Derivatives, gradients & learning intuition ✔ How gradient descent actually works ✔ How math connects directly to real ML models