NumPy Array Complete Basic Tutorial: 1D, 2D, 3D array Manipulation, slicing, indexing, concatenation

This is a full tutorial on the basics of NumPy array. This video is all about Numpy Array using Python. It contains the necessary basics of 1D, 2D, and 3D NumPy array. I have discussed Creating Numpy Array, Array Slicing, Array Indexing, Array Manipulation, Creating Image using Numpy Arrays, Plotting 1D NumPy array, Concatenate, vstack and reshaping NumPy array.

Timeline links for particular topic:
00:00 - Introduction
00:57 - Reshaping NumPy Array
01:07 - Create an Array & Convert 1D NumPy array into 2D NumPy array
02:54 - Transpose an array

04:30 - Array Manipulation: Concatenating arrays
13:24 - Concatenate arrays in new rows using Vstack command
16:42 - Math Operations
19:42 - Find maximum and minimum values of an array
19:54 - Finding unique value in an array
20:42 - Flipping and Flattening a NumPy array
22:19 - NumPy Array indexing and Slicing

29:31 - 3D Numpy Array
31:32 - 3D array indexing and slicing
34:22 - 3D array manipulation

Create an array using random integer numbers: 19:52
Plot an array: 21:48
create 3D NumPy array: 29:55

Numpy array from the image: 42:42
Creating image from NumPy array: 44:24
Create grayscale image using NumPy array: 44:24