Numerical Methods: Solving System of Linear Equations (Crout's LU Decomposition)

In this video, we review Crout's LU Decomposition methods for solving systems of linear equations in Numerical Analysis and Linear Algebra.
I explain the theory and step-by-step process of the Crout's LU Decomposition algorithm. I also show Python Code to explain how this method works by solving a curve fitting problem.

By the end of this video, you will:
✅ Understand the concept, types and steps of Crout's LU Decomposition
✅Solve a curve fitting problem using Crout's LU Decomposition in Python.
✅ Learn how this method is applied in science, engineering, data analysis, and computational mathematics

This is part of my Systems of Linear Equations series, where we cover methods like Gauss-Jordan, LU Decomposition, Cholesky, QR, and Gauss-Seidel in detail.

📌 Perfect for students, engineers, and researchers looking to strengthen their numerical computation and Python coding skills.

🔔 Subscribe and follow along with the complete playlist to master linear algebra with Python.

GitHub URL: https://github.com/jubranakram/solving-system-of-linear-equations

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Видео Numerical Methods: Solving System of Linear Equations (Crout's LU Decomposition) канала MathStatsX

system of linear equations linear algebra python linear equations numerical methods gauss elimination python gauss jordan python LU decomposition python doolittle decomposition python crout decomposition python cholesky decomposition python gauss seidel method python qr decomposition python solving linear equations python numerical methods tutorial numerical analysis python curve fitting python gauss elimination method python LU Decomposition Methods

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28 августа 2025 г. 23:00:01

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