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

[@djinnwheeler]

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]

ML can be overwhelming and your good explanations and implementations really help, Thanks👌

[@ItsBao93]

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.

[@lumenwrites]

Brilliant video, thank you for making it, please make more tutorials on ML/DL!

[@Giigigi1122]

can i save the training result and use it? Do I have to train it every time to use this?

[@JoakimKanon]

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

[@usmanadil6755]

Awesome series by Wil!

[@mimrankhan9974]

please tell me how can i run this script using npm on window

[@yonataan8]

Please more videos like this! Mind-blowing man..

[@TrisnoadiWikantoro]

Thank you so much for this easily understandable tutorial!

[@learncodeacademy]

You're very welcome!

[@themoon51]

Theme you are using?

[@amauryribeiro1860]

why using many const ? good practice programming?

[@salehmir9205]

Awesome video for starting with TenserFlowJS. Thanks!

[@amauryribeiro1860]

man what theme are you using? so cool!!

[@dbro]

did you do npm start to run the model.fit?

[@Yes-kh9xi]

How did you run it? Ik you used hyper but it isn't working

[@infoundationorganisation566]

Any help in Text Classification in tensorflow.js

[@badneighbour2025]

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?

[@mhdyousuf3392]

is this works with real time image classification?

[@iqbalmaulana236]

thanks man u save my blackass from getting fired

[@domagojbaotic4802]

Which font are you using in vscode?

[@KyzaMizu]

It looks like Fira Code.

[@domagojbaotic4802]

@@KyzaMizu I don't think so

[@KyzaMizu]

@@domagojbaotic4802 it at least has similar ligatures. Try looking at the alternatives to Fira Code in their GitHub repository.

[@domagojbaotic4802]

@@KyzaMizu Okay, thank you

[@zacharyeilers]

How do I install the necessary dependencies?

[@kressckerl]

Excellent video!

[@muhammadmushtaq1989]

what plugins you are using?

[@skywalker778]

how to store a model?

[@code_siksha]

Great Video... I really liked it

[@lumenwrites]

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]

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

[@TyrelChambers]

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]

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.

[@dacree0216]

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 .

[@mimrankhan9974]

how do you run this script ?

[@42xzero]

this is very helpful thank you for all the efforts!

[@appychd]

Nice. Thanks for the tutorial!

[@DoktorKumpel]

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]

I explain a LOT more detail in this previous video: kzbin.info/www/bejne/fae0qHhohM1_bqs. Specifically at the 1.50 mark

[@AbhishekKumar-mq1tt]

Thank u for this awesome video and series

[@Tony770jr]

Very cool stuff!

[@ErnestGWilsonII]

Great video! Where is the code that goes with the video please? I want to play around!

[@learncodeacademy]

Sorry, I forgot to include that in the description! gist.github.com/learncodeacademy/a96d80a29538c7625652493c2407b6be

[@ErnestGWilsonII]

Got it, thank you, you are awesome!

[@_AS05]

Nice video, great explaination,thanks

[@historythis_44]

hi guys, what is this vscode theme called?

[@learncodeacademy]

The "Rainglow" extension comes with a lot of great themes, this one is Legacy Contrast

[@GeeksPort]

That was awesome...

[@MetaphoricMinds]

This may be the series that leads me to launching a billion dollar idea, just saying. (at least a million)(seriously)

[@floerwig2194]

Just perfect!!!

[@sol0matrix]

More nodejs tensorflow videos would be sweet

[@YasirJabri]

Can you use typescript, since tensorflow is written in typescript, so you will get help with your typing

[@learncodeacademy]

Yep, absolutely.

[@parovoz33]

The main question - where to use it? :)

[@learncodeacademy]

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]

nice video, hope u r gonna relesae deployment of vue and node soon

[@kevinzhang8974]

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]

Sorry, I forgot to include that in the description! gist.github.com/learncodeacademy/a96d80a29538c7625652493c2407b6be

[@kevinzhang8974]

Thanks! Can you also share the package.json you used for this video?

[@learncodeacademy]

Added it!

[@krishanmehta1465]

Neural networks what is supposed to?? What we can do with it??

[@FaraazAhmad]

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]

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]

Nostradamus used a neural network to predict the future.

[@jasmeetbedi9040]

Hey there! Can I reach out to someone who is expert in TensorFlow and help me complete a book?

[@antoinedevldn]

[@harjitsingh7308]

Good tutorial. But i prefer tensorflow Python.

[@victoryfirst06]

Commment for the algorithm