6.1: Introduction to TensorFlow.js - Intelligence and Learning
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- čas přidán 16. 07. 2024
- TensorFlow.js is a WebGL accelerated, browser based JavaScript library for training and deploying ML models.
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🔗 TensorFlow.js: js.tensorflow.org/
🔗 What is a tensor?: js.tensorflow.org/tutorials/c...
🔗 ITP's ML5.js library: ml5js.org
🔗 Keras: keras.io/
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🎥 Machine Learning in JavaScript (TensorFlow Dev Summit 2018): • Machine Learning in Ja...
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🔗 p5js.org/
🔗 processing.org
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This guy is the best youtuber. Should have 63 million subscribers..
wonder how pewdiepie's diss track of the coding train would look like.. ;p
why exactly 63 ?
@@aymenoppasoftware6971 because pewdiepie at the time had that many subscribers
*64?
A stack? :D?
you are indeed a brilliant human. please don't get old.
too late!
My 'oldest' friend (now in his 80s) once quipped, "If you don't like getting old, consider the alternative." ;-)
We love you, Daniel. Please continue growing old!
richard vinc A person who keeps seeing beauty in everything never grows old!
WTF, instant likability factor through the roof. Thanks for the energy and enthusiasm man! I'm learning a lot more than tech stuff here. Like a lot.
Your videos are the easiest to understand of all those I've looked at. It is because you make yourself real and accessible in the discussions of the topics.You have the ability to breakdown complex ideas into simple ways of seeing. That is what a good teacher does !!!
Finally! I've been waiting for some tensorflow videos from you for a while now :D
I'm jumping on the hype train for tensorflow.js !
Just had my last university exam today, finally have a few weeks to really dig into machine learning. It's always intrigued but intimidated me, time to first verify and then put those fears to bed.
Looking forward to going through a bunch of your videos and then getting my hands dirty with tensorflow.js
Your enthusiasm is infectious, makes me want to learn. Thanks!
very very great indeed :)
You are literally contributing to development of the humanity (thanks to internet)
Please keep up the good and high quality work!
I've been waiting for this since the day I subscribed.
Your french prononciation of keras was brilliant
I have started to watch this after new videos about ml5 video lessons. I thinks this is more important for people who want to learn further. Please continue this way. Math for AI is important as well, with example of usage in AI algorithms. I see that you went into physics and unrelated math lessons. I hope that we will see more of tensorflow lessons from you, because you are the BEST teacher i have ever seen. :)
I wish i had you as my teacher. Thank you for your hard work!
The stuff that you're making it's totally inspirational for all of your viewers.
Thanks for that! I hope to be like you one day ... Congratulations!
Thank you for making this so accessible. Even having a decent amount of math under my belt, it is frustrating to be met with a wall of jargon when I'm trying to explore new technologies, AI specifically.
I have been waiting for these I'm excited to watch your tutorial on machine learning
Great job man . Looking forward to the series thanks a ton
I haven't even watched yet, but thanks already. I'm gonna love this.
How was I missing your videos? I love the way you approach to the topics ... and you are really fun!... Thank you so much!!
Thank you Mr. Shiffman. I love your tutorials.
to be honest i really love your videos, u make it easier for us to understand complicated staff..
am really enjoying learning from The coding train..
We've been waiting for you!
i never thought i would be annoyed about watching video without ads, words can't describe my gratitude
Excellent video, an excellent introduction to what is TensorFlow.js. By the way, this guy is like a crazy genius, he is amazing!!!!
You are a really great teacher. Great job for a non-math, non-data science professional. Really good. A lot of professors get this wrong. Tensors go from zero-dimension / "0 rank" scalars, through to any number of dimensions, with common words like list/array, matrix, and 3D+ Tensors used along the way. Tensorflow is written across C, C++, Python and CUDA at the core language level.
Best thing on the internet today 😍
Dude, you are super awesome! I aspire to be as enthusiastic, entertaining and knowledgeable as you are! Definitely one of my favorite Educators ever! I have been inspired to create my own CZcams channel. I have uploaded my very first video! Thank you! Have a fantastic day everyone!😁👍
Awesome!
Thank you for these.
wtf... who the hell is this guy, he's frikken awesome. Absolutely the best overview on tensorflow landscape I've found
He's a professor at NYU: shiffman.net/
can't skip any of your video without leaving a like. Best CZcamsr ever!!!
first!!!
just waiting for your videos brother
love the way you teach and talk 😍
Omg omg Daniel I knew its comming, I was waiting for weeks.
Bonjour !! I'm impressed by your French prononciation, that was great :D
How can you be so good? I came back after a long time and I'm hooked again.
I love The Coding Train tutorials. It's the delivery style that makes them so approachable.
so hype for this series
I have been looking for a good introduction to tensorflow, god forbid google would put one out. Your javascript tutorials are excellent. Your energy is contagious.
Long time looking for a tensorflow.js introduction.
Thanks for this great introduction and explanation of this interesting topic.
I really like your channel. I have first found this while searching for chrome extension. Then Tried again for github. I simply can't express my gratitude in words. It was amazing tutorial. Now planning to start artificial intelligence video. Thanks a ton.
So nice to hear!
I found this channel last month. Now I am addicted.
I am watching every video available on this channel.
I understand everything and don't know why feel happier.
Dude! My attention span is just about 5 mins, but hell yeah! You are awesome explaning things! You got my 1 subscribe!
I love how you teach. I learn much more from you than course i am on that cost 2000 usd for one person... I love what you do... And tensorflow is awsome... :)
CPU = Central Processing Unit
Btw I love this series, keep going!
Zoinks, thank you!
Great tutorial, thanks for sharing your knowledge :)
Thank you man. I’m waiting for future video.
Coding master.you inspiring the code universe.
Thanks, this was so helpful!
Fantastic video, thanks for this
Thanks ))) A tensor is a generalization of vectors and matrices to higher dimensions. CPU - Central Processing Unit
finally, youtube recommends something beneficial :D
That's ML also :D
Thanks for the Video
Please continue with this.
thank you su much, you really taught me this stuff in a pretty clear way
Amazing your explanations, thank you very much for your work. Greetings.
You have a great talent of teaching people
Thank you for your free videos
Your awesome 😊
thank you for this video!!
First time that I write, I I have to say that you are my hero, I hope to be like you some day. For now I just know JScript and learning Java. I don't miss any of your videos (:
I also wanted to know which stickers do you have in your laptop, any in special?
Take a look! photos.app.goo.gl/pYURZnREYI9mxBn42
The Coding Train wow thanks so much can't believe it :O
I'll watch these videos if you keep making them. Very interesting.
I will!
Awesome! Thank you, Daniel. Looking forward to learning from you!
I just love this guy
Nice introduction, thanks! Btw, tensorflow runs on top of NVIDIA's CUDA C/C++ Framework
Ah yes, good point, thank you!
Immensely helpful, thanks!
Very well done!
Ahora si viene lo chido 👌
You're insane :) but actually was very easy and fun to follow. I'm a fan
Waiting for this.. :)
I like it. Very good!
interesting stuff! thanks :)
Nicely explained.
The best teacher programmer
Thank you sir !
simply amazing
Oh lala! Tu es très gentil! 👍🏼🙂
its really not getting bore by your tutorial since its been an hour.
2:17 - 3, 1, 4. Is that π?
I know there is no compute shaders in webgl 2, so wonder how tensorflow.js handles and accesses all the data. Curious if they're using textures buffers as a way to send data to the GPU then using texture functions in shaders to randomly access the data as needed. Or is the data very linear where the data is pushed to data buffers and accessed chunks at a time or through transform feedback. Been using raw webgl for over a year now for 3D graphics but never attempted to do any hard computation on the GPU besides particle data with transformfeedback where the shader computes updated data and saves it into another data buffer in a ping-pong like flow. Just interesting stuff under the hood.
Thaank youu so much !!
Sir you are so awesome !!!!
I'm so hyped
Very good!
I knew you would do this !
Hello, I was wondering if there is a way to break into an object in javascript. Example: I have an object that contains "car is moving" I want to find out if the word moving is contained in that object.
Amazing!
No way?!? Heck yeah!
It's just awesome.
ah it's been a little bit coding train. it's nice to be back
I guess you made a tensor flow chart :)
Man is a living legend
Hi, how to colorized black and white photo in processing? Thanks.
OMG I finally realized who you remind me of. The DNA from Jurassic Park!!!!!
I think flask is to python as expressjs is to JavaScript
thanks for this, yes, I agree this is a better way to state it!
mmmwwaaaa thanks dan!
Yeaah!..
Haha.. Je vous le confirme, "Keras" n'est pas un mot français, mais "Hommage" oui.
As always, perfect intro.
Is it weird that I do no coding at all but I like watching your videos?
Since it's generally recommended a good math background before getting started w/h Machine Learning, should i have the same math prerequisites to follow this series from the very beginning?
I do my best to assume everyone is a beginner for these videos and cover the math concepts (or point to other resources) as I go. There is more background in this playlist: czcams.com/play/PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh.html
Hey, loved the video but could you possibly create a video where you explain how to create a simple generic algorithm with neural networks using tenserflow.js?
Yes, I really want to do this!
Thank you so much for responding! Lets cross our fingers and hope you get the time to do it ;)
Are those flask examples anywhere? I want to use tfjs but realized that there are still some things I need the python version of tensorflow for. It seems like you didn't end up releasing them but I wanted to check.
They are buried somewhere in here! github.com/nature-of-code/NOC-S17-2-Intelligence-Learning
please, make a video about particle swarm optimization
Canvas and Dom are my favorite rappers!
so, how tensorcore at nvidia gpu works ?
I would like to hear more about the Processing -> Tensorflow story...