Autoencoder Explained - Deep Neural Networks

[@lionelshaneyfelt5607]

Oh my god this video series is SO AWESOME! THANK YOU! :)

[@mananshah7095]

Thank you so much for this video. Please would request you to start a series if possible on encoders decoders and models based on the same like Bert, roberta etc. Would be really appreciated

[@AIEngineeringLife]

Sure Manan.. I have some detailed videos coming on Autoencoders and then will follow with others

[@vgreddysaragada]

Very Well explained with applications..Thank you so much

[@dhirendraswami9688]

nice concise explanation

[@gauravsisodia4869]

Very well explained sir. Please also do a video on how to implement auto encoders on a real world dataset.

[@AIEngineeringLife]

Gaurav. Detailed video are coming next

[@syamuneelam6014]

Very nice explanation. Could u pls make a video on image denoising using autoencoders

[@bljangir7450]

Super as always !!

[@shubhamprasad6910]

Very well explained

[@mohdzuhaib4138]

Very great explanation

[@sriadityab4794]

We can also evaluate the loss after training a normal neural network without autoencoders and label them as anomalies if the loss is greater than threshold? How does this evaluation differ from autoencoder models? Thanks.

[@danielsaldarriaga2107]

Thanks for this video.

[@mohdzuhaib4138]

I had a question, will the model has low reconstruction error on unseen "Normal Data" too?

[@AIEngineeringLife]

Yes it will have have as the ideal distribution of normal data must be similar. I have a detailed video on it with example as well

[@mohdzuhaib4138]

Will check that out, thanks a lot!

[@surflaweb]

Thanks man.

[@41keswick]

just wondering what software you use to record voice over slides and code, as well as draw red point on screen

[@AIEngineeringLife]

I am using google slides for presentation and the red point is functionality within it in presentation mode. For recording voice and video I use google chrome screen cast

[@user-or7ji5hv8y]

Clear and helpful

[@AIEngineeringLife]

Thank you

[@sanjaychakrabortyaworldofc6953]

Very informative

[@RaviTeja-zk4lb]

next, make a video in which you take tabular data which is very imbalanced and compare autoencoder and Isolation forest. please!!!!

[@AIEngineeringLife]

Ravi.. I have autoencoders coming but not thought of comparing with isolation forest. Worth a try though 👍

[@shriharrsha3541]

Best