## NumPy Crash Course 2020 – Complete Tutorial

Learn NumPy in this complete 60 minutes Crash Course! I show you all the essential functions of NumPy, and some tricks and useful methods. NumPy is the core library for scientific computing in Python. It is essential for any data science or machine learning algorithms.

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Timestamps:
00:00 – Overview
01:59 – NumPy Introduction
03:30 – Installation and Basics
08:00 – Array vs List
12:06 – Dot Product
15:52 – Speed Test array vs list
17:54 – Multidimensional (nd) arrays
22:09 – Indexing/Slicing/Boolean Indexing
29:37 – Reshaping
32:40 – Concatenation
38:26 – Functions and Axis
41:50 – Datatypes
44:03 – Copying
45:15 – Generating arrays
48:05 – Random numbers
51:29 – Linear Algebra (Eigenvalues / Solving Linear Systems)

You can play around with the notebook here:
https://github.com/python-engineer/python-engineer-notebooks

https://youtu.be/eivDTOlA0TE

My Machine Learning Tutorials with NumPy:

NumPy Official site:
https://numpy.org/

You can find me here:
Website: https://www.python-engineer.com
GitHub: https://github.com/python-engineer

#Python

Source

### Comment List

• Python Engineer
November 15, 2020

If you want to play around with the code, you can find my notebook here: https://github.com/python-engineer/python-engineer-notebooks

• Python Engineer
November 15, 2020

Thanks! That was clear and to the point! Good crash course!

• Python Engineer
November 15, 2020

Very helpful. Thanks a lot. All concepts in a nutshell. God Bless yoo.

• Python Engineer
November 15, 2020

first time enjoyed a tutorial this much

• Python Engineer
November 15, 2020

Thank you so much for the crash courseππ»

• Python Engineer
November 15, 2020

• Python Engineer
November 15, 2020

Pandas Tutorial plz

• Python Engineer
November 15, 2020

thanks for your time for us

• Python Engineer
November 15, 2020

Kindly do a video for Pandas also like this.

• Python Engineer
November 15, 2020

Nice tutorial. Can we get the code used in crash course (maybe some github link)?

• Python Engineer
November 15, 2020

Hey, how can I talk to you? Can you give your Telegram?

• Python Engineer
November 15, 2020

Thanks!!
Please! What extensions or plugins you use in visual studio code for python?

• Python Engineer
November 15, 2020

Thanks
Enjoyed numpy crash course, any possible to get a torch crash course ?