TensorFlow JS Tutorial - Build a neural network with TensorFlow for Beginners

  Рет қаралды 45,590

LearnCode.academy

LearnCode.academy

Күн бұрын

Пікірлер: 75
@djinnwheeler
@djinnwheeler Жыл бұрын
Boy have I been struggling to find a tutorial to just get to the guts of what it's actually like coding with tensorflow in a JS environment. Thank you! This has helped me a lot :)
@cryptoGoBrrrrrr
@cryptoGoBrrrrrr 5 жыл бұрын
ML can be overwhelming and your good explanations and implementations really help, Thanks👌
@lumenwrites
@lumenwrites 6 жыл бұрын
Brilliant video, thank you for making it, please make more tutorials on ML/DL!
@ItsBao93
@ItsBao93 6 жыл бұрын
Love it. A dive into TensorFlow is something I am looking to do now. If you ever decide to do more on TensorFlow videos, I'd enjoy the hell out of it. Your video production is great. I watched your videos last year thinking about changing careers into web development, went to a coding bootcamp, and more. Now because of that, I am now super into CS after picking up from your brain.js prompting my discovery for AI development off the topic of machine learning. Alright, time to get off and geek out some more lol.
@Giigigi1122
@Giigigi1122 3 жыл бұрын
can i save the training result and use it? Do I have to train it every time to use this?
@usmanadil6755
@usmanadil6755 6 жыл бұрын
Awesome series by Wil!
@mimrankhan9974
@mimrankhan9974 6 жыл бұрын
please tell me how can i run this script using npm on window
@yonataan8
@yonataan8 5 жыл бұрын
Please more videos like this! Mind-blowing man..
@JoakimKanon
@JoakimKanon 6 жыл бұрын
At first, I did not understand what you meant with "The Irish Dataset". It sounded like a chess opening. But it became much clearer when i started to read the file names. :D
@TrisnoadiWikantoro
@TrisnoadiWikantoro 2 жыл бұрын
Thank you so much for this easily understandable tutorial!
@learncodeacademy
@learncodeacademy 2 жыл бұрын
You're very welcome!
@salehmir9205
@salehmir9205 6 жыл бұрын
Awesome video for starting with TenserFlowJS. Thanks!
@mvsebastian
@mvsebastian 3 жыл бұрын
hey guys, I write in the hope you respond. I did a similar project in tfjs 1.0.0. I need to upgrade to code to tfjs 2.0.0. Do you have any clues how should I do that effectively?
@Yes-kh9xi
@Yes-kh9xi 5 жыл бұрын
How did you run it? Ik you used hyper but it isn't working
@themoon51
@themoon51 6 жыл бұрын
Theme you are using?
@infoundationorganisation566
@infoundationorganisation566 6 жыл бұрын
Any help in Text Classification in tensorflow.js
@amauryribeiro1860
@amauryribeiro1860 4 жыл бұрын
why using many const ? good practice programming?
@dbro
@dbro 5 жыл бұрын
did you do npm start to run the model.fit?
@eduugr
@eduugr 6 жыл бұрын
Nice, thanks for this tutorial! Is it the same to use tfjs-node-gpu instead? (I have working local setup with CUDA already)
@muhammadmushtaq1989
@muhammadmushtaq1989 6 жыл бұрын
what plugins you are using?
@mhdyousuf3392
@mhdyousuf3392 5 жыл бұрын
is this works with real time image classification?
@domagojbaotic4802
@domagojbaotic4802 4 жыл бұрын
Which font are you using in vscode?
@KyzaMizu
@KyzaMizu 4 жыл бұрын
It looks like Fira Code.
@domagojbaotic4802
@domagojbaotic4802 4 жыл бұрын
@@KyzaMizu I don't think so
@KyzaMizu
@KyzaMizu 4 жыл бұрын
@@domagojbaotic4802 it at least has similar ligatures. Try looking at the alternatives to Fira Code in their GitHub repository.
@domagojbaotic4802
@domagojbaotic4802 4 жыл бұрын
@@KyzaMizu Okay, thank you
@zacharyeilers
@zacharyeilers 6 жыл бұрын
How do I install the necessary dependencies?
@amauryribeiro1860
@amauryribeiro1860 4 жыл бұрын
man what theme are you using? so cool!!
@skywalker778
@skywalker778 5 жыл бұрын
how to store a model?
@DoktorKumpel
@DoktorKumpel 6 жыл бұрын
Why do you choose 5 as the units, it would be good if you'd explain that stuff in the tutorial. Oyherwise great content. Would love to see much more of this
@learncodeacademy
@learncodeacademy 6 жыл бұрын
I explain a LOT more detail in this previous video: kzbin.info/www/bejne/fae0qHhohM1_bqs. Specifically at the 1.50 mark
@mimrankhan9974
@mimrankhan9974 6 жыл бұрын
how do you run this script ?
@dacree0216
@dacree0216 6 жыл бұрын
awesome, is there any video more about tensorflow.js? I feel there's really lack of tensorflow.js tutorials online now. All of them are Python version and I don't know about Python .
@iqbalmaulana236
@iqbalmaulana236 6 жыл бұрын
thanks man u save my blackass from getting fired
@TyrelChambers
@TyrelChambers 6 жыл бұрын
When something new like this comes out (whether or not it is actually new) how long does it take you to learn it to where you are able to make a video on it?
@learncodeacademy
@learncodeacademy 6 жыл бұрын
To give a vague answer...It all depends on how much I already know in the area. If I know the area well, then I just have to learn the new tool and what differentiates it from the others. If it's a completely new area of tech that's new to me, I may wait for a year before doing a tutorial on it, to make sure I get meaningful production experience in before giving people a useless hello-world example that they can find anywhere else. With this channel, I really try to only teach things that will be truly useful to a developer's growth...rather than just featuring popular tech for the sake of featuring it.
@lumenwrites
@lumenwrites 6 жыл бұрын
I think deep layers are supposed to have relu activation either way, for classification you're supposed to use sigmoid only on the output layer. Or am I wrong?
@learncodeacademy
@learncodeacademy 6 жыл бұрын
You definitely CAN run into problems with sigmoid on the hidden layers - namely the vanishing gradient problem. Although I wouldn't go as far as saying you SHOULDN'T use it. A great example is this iris problem. sigmoid-sigmoid-sigmoid works great, sigmoid-sigmoid works great, adding relu is hit and miss with how it affects accuracy
@kressckerl
@kressckerl 5 жыл бұрын
Excellent video!
@42xzero
@42xzero 6 жыл бұрын
this is very helpful thank you for all the efforts!
@sol0matrix
@sol0matrix 6 жыл бұрын
More nodejs tensorflow videos would be sweet
@appychd
@appychd 6 жыл бұрын
Nice. Thanks for the tutorial!
@bigvik_44
@bigvik_44 6 жыл бұрын
hi guys, what is this vscode theme called?
@learncodeacademy
@learncodeacademy 6 жыл бұрын
The "Rainglow" extension comes with a lot of great themes, this one is Legacy Contrast
@ErnestGWilsonII
@ErnestGWilsonII 6 жыл бұрын
Great video! Where is the code that goes with the video please? I want to play around!
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Sorry, I forgot to include that in the description! gist.github.com/learncodeacademy/a96d80a29538c7625652493c2407b6be
@ErnestGWilsonII
@ErnestGWilsonII 6 жыл бұрын
Got it, thank you, you are awesome!
@AbhishekKumar-mq1tt
@AbhishekKumar-mq1tt 6 жыл бұрын
Thank u for this awesome video and series
@_AS05
@_AS05 6 жыл бұрын
Nice video, great explaination,thanks
@code_siksha
@code_siksha 5 жыл бұрын
Great Video... I really liked it
@MetaphoricMinds
@MetaphoricMinds 5 жыл бұрын
This may be the series that leads me to launching a billion dollar idea, just saying. (at least a million)(seriously)
@Tony770jr
@Tony770jr 6 жыл бұрын
Very cool stuff!
@floerwig2194
@floerwig2194 6 жыл бұрын
Just perfect!!!
@YasirJabri
@YasirJabri 6 жыл бұрын
Can you use typescript, since tensorflow is written in typescript, so you will get help with your typing
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Yep, absolutely.
@kevinzhang8974
@kevinzhang8974 6 жыл бұрын
Do you plan to share this example via Github? I'd like to duplicate it and if you can share this on github, that will be super! Thanks!
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Sorry, I forgot to include that in the description! gist.github.com/learncodeacademy/a96d80a29538c7625652493c2407b6be
@kevinzhang8974
@kevinzhang8974 6 жыл бұрын
Thanks! Can you also share the package.json you used for this video?
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Added it!
@GeeksPort
@GeeksPort 6 жыл бұрын
That was awesome...
@parovoz33
@parovoz33 6 жыл бұрын
The main question - where to use it? :)
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Anywhere you have historical data and outcomes and want to predict outcomes. e.g. "I have a user who bought these 8 products...what other products would they like?" Running their liked products through a trained neural network could quickly get you some answers to that complex question.
@websurfer5845
@websurfer5845 6 жыл бұрын
nice video, hope u r gonna relesae deployment of vue and node soon
@antoinedevldn
@antoinedevldn 6 жыл бұрын
@jasmeetbedi9040
@jasmeetbedi9040 6 жыл бұрын
Hey there! Can I reach out to someone who is expert in TensorFlow and help me complete a book?
@krishanmehta1465
@krishanmehta1465 6 жыл бұрын
Neural networks what is supposed to?? What we can do with it??
@FaraazAhmad
@FaraazAhmad 6 жыл бұрын
You can input labeled data to it and it will learn by computing (and minimising) the loss (difference in prediction vs actual data). Search for Neural networks, they are really interesting.
@learncodeacademy
@learncodeacademy 6 жыл бұрын
Here is a series I have that shows how to use Neural Networks and Machine Learning to do interesting and fun things with your data: kzbin.info/www/bejne/b3ndZINni8x_sJY
@yoyoclockEbay
@yoyoclockEbay 5 жыл бұрын
Nostradamus used a neural network to predict the future.
@victoryfirst06
@victoryfirst06 2 жыл бұрын
Commment for the algorithm
@harjitsingh7308
@harjitsingh7308 5 жыл бұрын
Good tutorial. But i prefer tensorflow Python.
But what is a neural network? | Deep learning chapter 1
18:40
3Blue1Brown
Рет қаралды 18 МЛН
Coding Challenge #106: XOR Problem with TensorFlow.js
51:47
The Coding Train
Рет қаралды 46 М.
Правильный подход к детям
00:18
Beatrise
Рет қаралды 10 МЛН
Simple Machine Learning With JavaScript - Brain.js
27:02
Traversy Media
Рет қаралды 205 М.
ELECTRON: why people HATE it, why devs USE it
17:19
The Linux Experiment
Рет қаралды 195 М.
TensorFlow.js Quick Start
11:17
Fireship
Рет қаралды 310 М.
PyTorch vs TensorFlow | Ishan Misra and Lex Fridman
3:47
Lex Clips
Рет қаралды 128 М.
Machine Learning Tutorial - Making a recommendation engine IN THE BROWSER
8:37
Python Vs. Javascript - Which Is Better?!
4:25
Codemy.com
Рет қаралды 20 М.
Text classification with TensorFlow and React in JavaScript
27:03
Venelin Valkov
Рет қаралды 10 М.
Neural Networks & TensorfFlow Crash Course
2:05:12
Traversy Media
Рет қаралды 52 М.