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Lecture 3: Newton's Method | Numerical analysis and methods | Math for AI - ML - Engineering

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Nov 14, 2021
19:47

☕️ Buy me a coffee: https://paypal.me/donationlink240 🙏🏻 Support me on Patreon: https://www.patreon.com/c/ahmadbazzi In lecture 3 of Numerical analysis and methods | Math for AI - ML - Engineering, we talk about the newtons method and give an intuitive explanation on why it works. MATLAB implementation of newton method is also given along the way. This lecture is outlined as follows: Chapters 00:00 Intro 00:30 Newton method 04:58 Conditions on Newton method 06:23 MATLAB implementation of Newton Method 10:33 Newton Method Validation on MATLAB 15:51 Beware multiple roots 19:47 Outro Lecture notes with detailed MATLAB code are on my website 👉 https://bazziahmad.com/2021/11/14/newtonmethod/ Note: The MATLAB code could easily be used in Python. Minimal changes could be done. The code is open-source with detailed explanation found within the shared link. Newton method is a popular recursive techniques to estimate zeros or roots to almost any given equation, with linear convergence. Previous lectures: Lecture 2: Bisection Method | https://youtu.be/_-hYA3poEfE Lecture 1: Fixed Point Method | https://youtu.be/0umMu9bZkNo #NewtonMethod #NumericalAnalysis #NumericalMethods

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Lecture 3: Newton's Method | Numerical analysis and methods | Math for AI - ML - Engineering | NatokHD