Principles behind neural networks and one hot encoding

[@GoogleDevelopers]

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[@АнастасияНазарова-з7у]

Ке332цфф%#//, 74

[@megairrational]

“…and the concept remains the same for all networks”. That is a very didactic and useful idea!

[@laurencemoroney655]

That's the goal!

[@alexanderkarpov2115]

Hi Laurence, thanks for the video, it is very interesting. But how do you fed 784 squares to the 20 neirons?

[@laurencemoroney655]

The 'Flatten' layer in Keras handles that for you

[@alexanderkarpov2115]

@@laurencemoroney655 Thanks for answer

[@atulkumbhar26]

It's the layer of the matrix and which get flatteren in 28 * 28 * 1

[@crystalcleargirl07]

Really nicely explained for layman, I feel like I understand more

[@sudarshan_]

at 6:59 , doesn't this network (GoogleNet) have 22 layers? the caption says 26. am I missing something?

[@banerz]

May i know the name of the network which you showed as an example? For retinopathy? Is that inception model?

[@sudarshan_]

Yes, Inception V1 with 22 layers, but not sure why there is "26 layers" in the caption.

[@beticuben]

Hi Lawrence, thank you so much for the easy to understand and to the points videos. I have completed a model and am finding a way to deploy it to a webpage. Do you know any good tutorials or books that teach how to deploy models? Appreciate your help!

[@laurencemoroney655]

Try my book "AI and Machine Learning for On-Device Development" :)

[@azuremis]

I think this may help ~ kzbin.info/aero/PLtqF5YXg7GLmCvTswG32NqQypOuYkPRUE

[@prajyot2021]

Have u uploaded it on webpage. If yes how?

[@william_8844]

Why are there 20 neurons on the input and not 784? How do you input 784 data points in 20 neurons

[@nitinaugustine4166]

What’s the difference between sparse categorical accuracy and accuracy?

[@laurencemoroney655]

This link is useful: www.tensorflow.org/api_docs/python/tf/keras/metrics/SparseCategoricalAccuracy

[@giahsiao]

Thanks a lot for this!

[@mariocifuentes115]

Gracias por tus consejos no se mucho pero aprendo de ustedes 🙏

[@laurencemoroney655]

de nada!

[@himbary]

Nice one!

[@pollow]

TKS my friend

[@tejasjani2544]

Intresting 🤔

[@سهليمنصةتعليمية]

سهلي منصة تعليمية

[@voodoofilms6407]

hola

[@ArkaOziOfficial]

Hallo

[@Learning.Something.New.Daily.]

Hi

[@andrasfarkas7419]

6⁷6-kor

[@MrCoffeerify]

Hello