Convex Optimization in Machine Learning | Intuition & Applications Explained
7:37
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Convex Optimization in Machine Learning | Intuition & Applications Explained
In this video, we break down Convex Optimization — a core mathematical concept behind many Machine Learning algorithms. 🔍 What you'll learn: What is Convex Optimization? Why convexity matters in ML Convex vs. Non-Convex functions Gradient Descent in convex settings Examples from Linear Regression, Logistic Regression, and SVM How convex ...
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