finally an explanation slow enough for my smooth brain to keep up
@doomleika Жыл бұрын
This is great, many of the docs are very bad at clearing up the terms and this clear things up really good
@benphua4 жыл бұрын
Great intro to the subject, I was confusing it with the physics definition of a tensor, much appreciated.
@manalshamseldien43894 жыл бұрын
I really wanna thank all of the team , The basics now of tensors are firmly in my mind
@ahmedaj20003 жыл бұрын
i love how you compared the cs and math sides, great explanation! thanks!
@plus1knowledge2466 жыл бұрын
The best description I've heard of a tensor, thanks!
@深夜酒吧3 жыл бұрын
I am enjoying the music at end of this video. Never had this experience from other KZbin channels.
@whoisbhauji4 жыл бұрын
Thanks for the simple explanation - couldn't understand what some 'sponsored' videos were trying to explain in long videos
@vxsniffer5 жыл бұрын
this series is the best nn introduction I've seen so far... thank you and keep going!
@deeplizard5 жыл бұрын
Thank you! Appreciate that!
@ravihammond6 жыл бұрын
I've always wondered what tensor means... I am now enlightened. You are the man.
@deeplizard6 жыл бұрын
Moving along!
@tymo33914 жыл бұрын
High quality production! Thank you
@deeplizard6 жыл бұрын
Check out the corresponding blog and other resources for this video at: deeplizard.com/learn/video/Csa5R12jYRg Jeremy's Ted talk: kzbin.info/www/bejne/qmXOqoWvgN6CptE
@余明新7 ай бұрын
you use the wrong noun "dimension''.you should use the word "rank".
@misandaibo61864 жыл бұрын
{ "question": "Rename variable y: y = [[4, 2], [3,1], [0, 8], [6, 1]] ", "choices": [ "y is a 2D tensor", "y is a 1D array", "y is a 2D vector", "y is a 4D tensor" ], "answer": "y is a 2D tensor", "creator": "Misan", "creationDate": "2020-08-16T20:42:11.824Z" }
@deeplizard4 жыл бұрын
Hey Misan - Thank you for making this question. I added it to the quiz 😊 - Chris
@Brahma20125 жыл бұрын
Excellent intro to the concept of a Tensor..Thanks
@richarda16303 жыл бұрын
Great explanation for us noobs! The background music accents are a nice touch !
@Diamond_Hanz2 жыл бұрын
Thank you. I like your high level explanation of this! All the other people jus toss words around.
@MMphego4 жыл бұрын
I have been enlightened... Ya'll are doing the lords work. Thank you
@philipweslow5655 жыл бұрын
{ "question": "How many indices are necessary to access a specific element of the tensor \"z\"? z = [7, 8, 9, 10]", "choices": [ "4", "3", "2", "1" ], "answer": "1", "creator": "PW", "creationDate": "2019-07-05T21:06:21.999Z" }
@deeplizard5 жыл бұрын
Thanks Philip! This one is added. 🧠 🚀
@sofeint60503 жыл бұрын
amazing video, so simple, exaclty what i needed
@sibabratabiswal1064 Жыл бұрын
we will talk about the content of the video later...firstly great bg music...great story telling and great video ...content , great explantation
@sandromartins35795 ай бұрын
Thanks for making it simple
@aravindk49674 жыл бұрын
At 4:31, does that tensor not have only 2 components? Aren't components just the coordinates or indices? How are tensor dimensions different from dimensions in vector space?
@deeplizard4 жыл бұрын
The components or component values are the scalar values (numbers) inside the tensor or vector. The tensor at 4:31 has two axes (rank 2) and has 9 component values. The number of dimensions a tensor has depends on the number of axes inside the tensor. The number of dimensions a vector has depends on the number of components inside the vector.
@aravindk49674 жыл бұрын
@@deeplizard Right, I think I understand it now. Thanks a lot!
@vinodhkumarRajasekaran3 жыл бұрын
Wonderful Explanation !
@reemal-fayez99003 жыл бұрын
Thank you!
@benevolentbear82134 жыл бұрын
you guys deserve a lot more recognition. Thanks for these amazing videos.
@sulemanrasheed16346 жыл бұрын
Great work guys! Keep it up
@lonewolf25475 жыл бұрын
You guyz are brilliant
@magelauditore3334 жыл бұрын
Awesome explanation. I came from keras tutorial by Mandy. And now pytorch really loving it. Keep it up keep going. And the music is kind of creepy but i kind of like it
@philipweslow5655 жыл бұрын
{ "question": "How many dimensions does the tensor \"z\" have? z = [7, 8, 9, 10]", "choices": [ "0 dimensions.", "1 dimension.", "2 dimensions.", "4 dimensions." ], "answer": "1 dimension.", "creator": "PW", "creationDate": "2019-07-05T21:09:41.517Z" }
@deeplizard5 жыл бұрын
Thanks Philip! This one is added. 🧠 🚀
@philipweslow5655 жыл бұрын
@@deeplizard My pleasure!
@twitteranalyticsbyad39693 жыл бұрын
Lets get started and there comes the 6 seconds dragon. nice... 00:00:22
@StopWhining4915 ай бұрын
Never heard the term "tensor." Now I sort of know why. Also enjoyed the video. "Would you like to play a game?"
@shanakaj0075 жыл бұрын
best explanation
@philipweslow5655 жыл бұрын
{ "question": "Which of the following would qualify as a tensor?", "choices": [ "A 2D-array.", "A matrix.", "A vector.", "All of the above." ], "answer": "All of the above.", "creator": "PW", "creationDate": "2019-07-05T20:59:20.285Z" }
@deeplizard5 жыл бұрын
Thanks Philip! This one is added. 🧠 🚀
@PrashantSharma-ql4yb5 жыл бұрын
Great video and Excellent Website, Subscribed! Just a suggestion, you might want to get an SSL Cert for your site, all browsers these days notify users of connection reliability and your website could be presumed as unsafe by some novice visitors.
@deeplizard5 жыл бұрын
Thank you. I appreciate that. Also, appreciate you taking the time to mention the enhancement to the site. I've been planning to get SSL added. AWS didn't provide a straight forward way to implement SSL when I set the site up. It's about time a circle back around and take care of it.
@deeplizard5 жыл бұрын
Got the site switched over to https. Thanks again for your concern regarding this.
@eug_gino5 жыл бұрын
thank you sooooomuch
@deeplizard5 жыл бұрын
You are welcome!
@imacprousersam73063 жыл бұрын
Easier than I thought 💭
@aaryanvaidya35014 жыл бұрын
godsend video
@AliAwadh9806 жыл бұрын
Hi, thanks very much for your wonderful videos. I was wondering if you can share how to convert text to semi-natural speaking voice, or if you can share few links that I can read.
@deeplizard6 жыл бұрын
Hey Ali - You are welcome! The big cloud providers offer APIs for this, and they have free tiers. Google: cloud.google.com/text-to-speech/ IBM: www.ibm.com/watson/services/text-to-speech/ Amazon: aws.amazon.com/polly/ Microsoft: azure.microsoft.com/en-us/services/cognitive-services/text-to-speech/ Here is one that looks interesting on GitHub: github.com/mozilla/TTS FYI: We've never used any of these. If you try any of them or find another solution. We'd love to hear about your experience. Good luck!
@AliAwadh9806 жыл бұрын
Thats awesome! Thank you very much. I was looking much for open source, so I'll focus on TTS from mozilla for now. Thank you again Deeplizard!
Fuck thank you, so many people try to make this so complicated
@mayur98766 жыл бұрын
Litt 👍👍
@deeplizard6 жыл бұрын
Love it! 🔥
@mysticmoose6 жыл бұрын
nice
@deeplizard6 жыл бұрын
Thanks mm!
@davidmurphy5632 жыл бұрын
Well, that's nice and simple so far. Tensors are multi-dimensional arrays. I bet you we're going to do matrix transforms - ah-hem, tensor transforms - on them. The thing is, if you want to transform space in such a way that you separate inputs into an nd array into say a normalised scalar value - ah-hem zero rank tensor - then you're not going to do that with just a linear transformation in anything but the simplest cases. You're going to have to, stretch then twist like with dough. With the linear, it would make sense to do an Eigenvector transform. But non-linear... God knows. I guess the point is that we don't know, and we just back prop / randomly adjust / hill climb / monty carlo guess our way to a better matrix transform. Ah-hem. Tensor transform.
@therealmagicmonti4 жыл бұрын
I'm a physicist and I'm crying plz don't call this a tensor, what you mean just a multi-dimensional array or multilinear map. A tensor is meaningless if there's no defined basis, like a vector is meaningless without a basis. Maybe you should have a look at for example metrictensor fieldtensor or riccitensor. I just wondered what computer scientist mean about tensors because it's actually a concept from physics.
@oguzbalasar93914 жыл бұрын
I love you
@XzionChughtai3 жыл бұрын
now i am confused because you made it sound like database Cube
@ChargedPulsar10 ай бұрын
So basically, it's a gimmick techy word for an (N) dimensional array. But noo, they wouldn't use something that existed before, they needed to be cool and invent some new name, which contradicts even the already meaning of "Tensor" for what it really is.