Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)

In this tutorial we go through the basics you need to know about the basics of tensors and a lot of useful tensor operations. I believe knowing about these operations are an essential part of Pytorch and is a foundation that will help as you go further in your deep learning journey. Pytorch is in many ways an extension of NumPy with the ability to work on the GPU and these operations are very similar to what you would see in NumPy so knowing this will also allow you to quicker learn NumPy in the future.

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OUTLINE
0:00 - Introduction
1:26 - Initializing a Tensor
12:30 - Converting between tensor types
15:10 - Array to Tensor Conversion
16:26 - Tensor Math
26:35 - Broadcasting Example
28:38 - Useful Tensor Math operations
35:15 - Tensor Indexing
45:05 - Tensor Reshaping Dimensions (view, reshape, etc)
54:45 - Ending words

[zahraanvari]

Very detailed, structured and helpful video! Thank you so much!

[sayfriends]

It's an awesome video series!
I will definitely watch all videos of this course.
Thanks a lot! :)

[mamotivated]

This was a solid video and I am happy to have watched it before diving into other stuff.

[anshulthakur]

This tutorial is really useful. Great explanation in tutorial with covering every important aspect related to pytorch tensor basics in one video. Thanks a lot.😀

[vaisuliafu]

Great video, will be passing this onto to others as well. Cheers!

[sebi_alo]

I'm italian and I was able to follow the entire tutorial without subtitle. Very very clear. This video is brilliant

[YTian-xgcz]

Thanks so much! Just cannot stop watching!

[daiversetech]

I really like the way you deliver the intuition along with the syntax. Great content....

[anantdev]

This tutorial is clearly best on the internet!!

[paulntalo]

Am very grateful for this resource. compact and easy to understand in one go. Thank you

[dushansilva]

This was really awesome! helped me understand the basics :) thanks!

[saravanannatarajan]

Great tutorial, nice content and flow. Highly recommend for beginners.

[maryfrancesgleason]

Absolutely the best intro video to Pytorch tensor operations on the internet. Comprehensive, clear, to-the-point. Well done Aladdin! Note to Youtube search algorithm: rank this first.

[ashfakyeafi]

i am new to pytorch. This video is a great practical example of tensor. thanks for making this.

[xtcx]

Exactly what I was looking for, thanks.

[rahulseetharaman]

Really comprehensive and imo one of the best video tutorials for pytorch on youtube.

[kiranraghavendra]

This has been reallyyyy useful. Thank you and keep up the good work man!!!

[chimaruGin_]

It was simple but effective. Thank you sir

[uxirofkgor]

best. gonna finish this course within 1 month. Thx for ur video mate.

[yee-seng-chan]

This is like a Tensor cheat sheet. Often we just learn about the tensor operations that we encounter in practice, and this is a very nice and concise summary!