We take a look at Newton's method, a powerful technique in Optimization. We explain the intuition behind it, and we list some of its pros and cons. No necessary background required beyond basic linear algebra and calculus. <br /><br /><br />00:00 Introduction<br />00:14 Unconstrained Optimization<br />01:18 Iterative Optimization<br />3:41 Numerical Example<br />6:00 Derivation of Newton's Method<br />7:48 Newton's Method for Solving Equations<br />8:33 The Good<br />9:31 The Bad<br />10:35 The Ugly<br />...<br /><a href="https://www.youtube.com/watch?v=W7S94pq5Xuo" target="_blank" rel="nofollow">https://www.youtube.com/watch?v=W7S94pq5Xuo</a>