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Teaching & Academics Math Excel Modeling

Excel VBA for Modelling using Numerical Methods

Learning the application and theory of the numerical methods for modelling in Excel VBA for 3 hours with practical test
Rating: 3.2 out of 53.2 (21 ratings)
5,410 students
Created by Safar Asad
Last updated 5/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Fundamentals of VBA
  • Making a data table for single and multi variable functions
  • Numerical integration with Trapezoid and Simpson's rule
  • Numerical derivation of a point using limit definition of derivation and finite difference method
  • Optimization techniques to find minimum and maximum function using Sequential, Dichotomous and Golden Section Search
  • Newton-Raphson and bisection iteration methods to find the root of the function
  • To find a point solution of the first order differential equation using Euler's method
  • Solution of the system of equations using the matrix approach
  • Application of Excel functions in VBA on the given data
  • Determinant, inverse and multiplication of matrice
  • To define the regression equation for the data and interpolation technique
  • How to use algorithmic approach to a combined problem

Requirements

  • Basic Excel knowledge
  • Excel 2007 and further versions

Description

Hello everyone,

As it is known, the engineers deal with a big amount of data and they use the sophisticated calculations to solve the problems. However, sometimes the analytical approaches are not efficient, because of the complexity or impossibility. In this case, the numerical methods are very useful to solve the problem with the low level of the errors.

In this course, you will learn how to find the most approximate result to the real solution using the Excel VBA. The key points of each method is explained and the examples are given with detailed explanation. The course starts from the beginner level to explain the basics of VBA. Then, explaining the theoretical background of the each method, we will learn how to solve the different tasks in Excel VBA. In the end of the course, there will be problems which can improve your skills.

The course will provide you with both theoretical and practical skills to solve any modelling problem with numerical methods. For each topic, the scientific papers are also added in the course which will elaborate you with advanced background.


Who this course is for:

  • Engineers
  • Students
  • Beginners to Excel VBA
  • Anyone who deals with modelling
  • Anyone who wants to learn numerical math

Course content

11 sections • 34 lectures • 2h 56m total length

  • Preview00:48
  • Introduction to VBA: Part 1
    07:05
  • Introduction to VBA: Part 2
    06:32

  • The quadratic equation solver
    03:23
  • Single variable function
    03:23
  • Multi variable function
    03:54
  • Truncated errors
    03:28
  • Taylor approximation
    06:05

  • Preview06:54
  • Trapezoidal rule for a set of data
    04:41
  • Simpson's rule
    03:30

  • Limit definition of derivation
    01:58
  • Finite difference method
    03:31

  • Sequential search
    05:41
  • Preview07:38
  • Golden section search
    05:23

  • Major operations on the data
    03:19
  • Searching a value
    04:17
  • Interpolation
    02:50
  • Matrices
    05:03

  • Linear equation and curve fitting
    05:07
  • Linear regression
    05:28
  • Quadratic regression
    05:03

  • Newton Raphson iteration
    04:57
  • Bisection method
    03:16
  • False position
    09:49
  • System of equations
    02:25

  • Euler method for differential equations
    07:30
  • Runge-Kutta method 1
    05:48
  • Runge-Kutta method 2
    06:31

  • Part 1
    12:55
  • Part 2
    07:38
  • Part 3
    10:00

Instructor

Safar Asad
Engineering Tutor
Safar Asad
  • 3.2 Instructor Rating
  • 21 Reviews
  • 5,410 Students
  • 1 Course

Hello everyone, I am Safar Asad from Azerbaijan. I am currently working as engineering researcher in the petroleum industry. For more than 3 years, I have been using different software such as Excel VBA, MatLab, and Python in this field, and it is pleasure for me to share my knowledge to you.

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