# What is Linear Algebra?

Linear algebra is all about linear equations. In other words, In linear algebra, we investigate linear equations. How can we solve a group of linear equations? How can we represent a group of linear equations in matrices? When a group of linear equations has one solution, multiple solutions, or does not have a solution?

## What is a linear equation?

First, what is linear equation?
any equation that can be put in the form:

``a1*x1 + a2*x2 + a3*x3 + ... + an*xn + b = 0``
• We say that x1,x2, … ,xn are the variables of the linear equation.
• We say that a1,a2, … ,an are the coefficients of the of the linear equation..

For example: 3x+2y = 10 is linear equation since it can put in the form 3x+2y + (-10) = 0

• (3,2,-10) are the coefficients
• x,y are the variables

We say that a sequence of numbers is a solution of the linear equation if replacing the variables with this group makes the equality true.

For example: Let’s see this definition 3x+2y = 10

• (2 ,2) is a solution of the linear equation, since 3*2 + 2*2 = 10 is true.
• (3, 0.5) is also a solution of the linear equation, since 3*3 + 2*0.5 = 10 is true.
• However, (1,1) is not a solution of the linear equation since 3*1 + 2*1 = 10 is false.

As we can see in the above example, a single linear equation can have many solutions.

## What is a group of linear equations?

Sometimes, we want to want to treat several linear equations as one entity : a group of linear equations.

We can extend the solution definition for a group of linear equations, We say that a sequence of numbers is a solution of a group of linear equation if when replacing the variables with this group make the equalizes true.

For the following group of linear equations 3x+2y = 10, x+y=4 :

• (2,2) is solution since 3*2+2*2=10 is true and 2+2=4 is true
• (3,0.5) is not a solution since 3+0.5=4 is false. It is not a solution, even thought 3*3+2*0.5 = 10 is true. In other words, It is not a solution since not all the equations in the group need to be true for the sequence.

## What we investigate in linear algebra?

In linear algebra, we investigate linear equations.

• How can we concisely represent linear equations and group of linear equations?
• How can we find all the solutions of the group of linear equations?
• What are algorithms can we use to solve the group of linear equations?
• When a group of linear equations has one solution, many solutions, and when it does not have any solution?

### Gram Schmidt Process Visualization

What Gram–Schmidt process is and what this algorithm tales and generate. we also see Visualization of Gram Schmidt Process in plain and space.

### Determinant of 3×3 matrix and Sarrus Rule

In this tutorial, we see two methods to calculate the determinant of 3×3 matrix. In the first sample, we see… 