Ultimate Guide to NumPy Arrays - VERY DETAILED TUTORIAL for beginners!

Video Description

In this tutorial, we will learn about NumPy arrays in great detail! 🤓 NumPy is one of the most popular Python libraries and just as it sounds - it deals with numbers! An array, on the other hand, is a collection of items of the same type and it's the data structure that NumPy uses. This video will give you the tools and demos to understand how NumPy manages data and how it approaches memory consumption. We will explore different functions and methods to: ⭐ create N-dimensional arrays ⭐ reshape arrays ⭐ sort arrays with different algorithms ⭐ filter and manipulate array values The goal of this Ultimate Guide (and all the future Ultimate Guides I'll be filming for other libraries) - is to cover a HUGE part of the NumPy documentation. It's meant for all the folks who learn by example rather than by reading dry text and hopefully this will take your NumPy skills to an expert level! 🥼🥼🥼 You can find PART 2 of this tutorial here: https://youtu.be/E1IPJOd7dWQ If you don't feel like coding along with me, you can always clone my code from Wayscript! It's the IDE I'm using in this video, and if you like what you see - you can sign up for free!! 😀 ⭐ get complete tutorial code: ** Sorry code is unavailable, RIP Wayscript 😭😭😭** ⭐ what is Wayscript? https://wsxdocs.wayscript.com/ 🛠️ Related Tutorials of Mine 🛠️ __________________________________________ ⭐ PART 2 of NumPy The Ultimate Guide: https://youtu.be/E1IPJOd7dWQ ⭐ Convert Binary to Decimal Like a Pro: https://youtu.be/4IFq7_s9NEA ⭐ Train Basic Neural Network with NumPy and Pandas: https://youtu.be/xpPX3fBM9dU ⭐ Python Learning Roadmap: https://youtu.be/wFEC7VbWBZo ⭐ Anaconda Guide for Beginners: https://youtu.be/MUZtVEDKXsk ⏲️ TIME STAMPS ⏲️ __________________________________________ 00:00 - intro 00:43 - install NumPy 01:02 - import NumPy 01:09 - create an array with NumPy arange 04:09 - create an array with NumPy array 04:27 - why arrays are better than lists 07:08 - NumPy data types 08:06 - 2 dimensional arrays 09:47 - shape attribute 10:38 - reshape arrays 12:33 - create empty arrays 14:14 - NumPy eye function 15:10 - change array values 18:41 - sort NumPy arrays 21:13 - difference between copy and view 23:50 - next NumPy tutorial and thank you for watching! 🐍 Install with Anaconda 🐍 __________________________________________ conda install -c anaconda numpy * more details here: https://numpy.org/install/ 🔗 Important Links 🔗 __________________________________________ ⭐ NumPy Documentation: https://numpy.org/doc/stable/user/absolute_beginners.html 💳 CREDITS 💳 __________________________________________ ⭐ Icons by: flaticon.com ⭐ Text Animations by: mixkit.co THANK YOU SO MUCH FOR WATCHING! 💗