What is Numpy? Why Numpy arrays are faster than python lists?

In this video, we discussed about Numpy and dig deeper into its working. We have answered the question why Numpy is faster and better than python lists for performing mathematical functions.

Code link:

Deep Learning Projects playlist:

Neural Networks From Scratch in Python:

Time stamps:
00:00 Introduction to Numpy
00:41 Why Numpy?
01:03 Vector operations example
04:00 Matrix multiplication example
05:00 Colab implementation
09:55 Faster computation
11:52 Why Numpy is faster?
13:30 Memory management of Numpy arrays and python lists
16:26 Can I store different types of data in Numpy array?
17:31 Can I store strings in Numpy arrays?
19:25 Colab implementation

[tanishksingh]

The best explanation for this concept, kindly keep making such content. Thanks a lot.

[benjaminperez]

nice video maboy, the best theorical explanation of why numpy is that good

[wananewcom]

Awesome video, took a while for me to find a theoretical video on numpy