NumPy-Tutorial

NumPy Tutorial in python from 0 to 100

List of topics covered in the tutorial:

Comparing lists with numpy

Built-in mathematical methods in numpy (max, min, mean, std, var, abs, sum, size, dot, sort, ...)

Creating different matrices using numpy library

Matrix multiplications

2D arrays

Matrix of zeros and ones

Generating random numbers (float and integer)

Shallow copy

Deep copy

Linear algebra using linalg in numpy (transpose, cond, det, eigvals, inv, identity, ...)

Statistics (sum, reshape, vstack, hstack)

Files using genfromtxt() method in numpy