Evanalysis
2.1Source-backed1 Interactive checkpoints

2.1 Matrix basics

Build matrix intuition before row reduction: size, entries, rows, columns, and what a matrix records.

Interactive textbooks

MATH1030 interactive textbook

An interactive-first linear algebra route focused on operations, structure, and interpretation.

Chapter 1

Systems of equations

Learn to read equations as full solution sets.

Chapter 2

Matrices and elimination

Build matrix intuition and use row reduction with purpose.

Chapter 5

Invertibility

Understand when a matrix can be undone and why that matters.

What a matrix is

A matrix is a rectangular array of numbers. It helps us package information in rows and columns so we can work with it more systematically.

Definition

Matrix

A matrix is a rectangular array of numbers arranged in rows and columns.

Read the size first

The size of a matrix is written as m × n.

  • m is the number of rows.
  • n is the number of columns.

If m = n, the matrix is square.

Look at entries one by one

If A is a matrix, then a_{ij} means the entry in row i and column j. That index notation matters later, because it tells you exactly where a number lives inside the matrix.

Worked example

Reading a matrix carefully

Let

A=[120314].A = \begin{bmatrix} 1 & 2 & 0 \\ 3 & -1 & 4 \end{bmatrix}.

This matrix has 2 rows and 3 columns, so its size is 2 × 3. Its entry in row 2, column 3 is 4.

Why this is useful

Once you know how to read a matrix, you can use it to store a system of equations, track row operations, and later test whether a matrix is invertible.

Use the small explorer below as you read. Change one entry, pick one output cell, and watch how one row of the first matrix and one column of the second matrix produce that single entry.

Try it here

Matrix multiplication visualizer

The live widget updates each entry of AB as you change the entries of A and B.

Result

89
34

8 = 1×2 + 2×3

Common mistake

Common mistake

Do not swap rows and columns

The first index is the row number, not the column number. a_{23} means row 2, column 3.

Quick check

Quick check

What is the size of a matrix with 3 rows and 4 columns?

Solution

Answer

If you want to see how a system becomes a matrix, review 1.1 Equations and solution sets.

Prerequisites

This unit can be read on its own.

Key terms in this unit

Source trail

reference/MATH1030/MATH1030-Notes.pdf (§2.1, §3.1-§3.2)

reference/MATH1030/1030gi-n01-01.pdf