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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Numerical Methods\n",
+ "\n",
+ "Engineering\n",
+ "\n",
+ "## What is a numerical method?\n",
+ "\n",
+ "Numerical methods are techniques that transform mathematical problems\n",
+ "into forms that can be solved using arithmetic and logical operations.\n",
+ "Because digital computers excel at these computations, numerical methods\n",
+ "are often referred to as computer mathematics.\n",
+ "\n",
+ "## Numerical Differentiation\n",
+ "\n",
+ "Forwards difference Backwards difference Central Difference method [Read\n",
+ "More](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter20.00-Numerical-Differentiation.html)\n",
+ "\n",
+ "## Roots and Optimization\n",
+ "\n",
+ "Incremental Search Bisection Modified Secant Newton-Raphson\n",
+ "\n",
+ "## System of Equations\n",
+ "\n",
+ "Guassian Method LU Decomposition\n",
+ "\n",
+ "## Numerical Integration\n",
+ "\n",
+ "Midpoint Trapezoidal Romberg Gaussian Simpson’s Rule\n",
+ "\n",
+ "[Read\n",
+ "More](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter21.00-Numerical-Integration.html)\n",
+ "\n",
+ "## Numerical Solutions of Ordinary Differential Equations\n",
+ "\n",
+ "Euler’s Method - Forward - Backwards\n",
+ "\n",
+ "Runge-Kutte\n",
+ "\n",
+ "[ReadMore](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter22.00-ODE-Initial-Value-Problems.html)"
+ ],
+ "id": "508fb71a-8f30-4cb3-88f8-28b45a334596"
+ }
+ ],
+ "nbformat": 4,
+ "nbformat_minor": 5,
+ "metadata": {}
+}