Matrix algebra with Python implementation

Matrices and Python

Matrices are so very important in various fields to perform various tasks. Complex equation-solving invariably happens as matrix algebra at the backend. In fields like data science, machine learning, matrices are an indispensable tool. Rather than performing matrix algebraic calculations manually (which gets cumbersome as the dimensions of the matrices increase) it is very useful to automate the calculations using a programming language like Python. So here we go!

By SAJEEWA PEMASINGHE

We will be using numpy library in Python for performing our matrix calculations. Using the pip package manager you can install numpy with the command

pip install numpy

You can also try the following two options also depending on your need.

np.matmul(A,B)

A @ B

Therefore,

x = -1,   y = 2, and z = 1

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