How to Deploy Machine Learning Models on Google Cloud Platform

[@sudinroy7979]

Very nice and interesting vedio. Thank you again.

[@rababalla8754]

thank you for this enriching video, my question is what this use of google cloud is free of charge

[@SatyajitPattnaik]

Yes, when you create your account, you will need a credit card and initial few credits will be free, you can easily use these credits to deploy multiple projects. 👍

[@rababalla8754]

Thank u so much for ur time and effort :D

[@suryanshgupta963]

Thank you so much sir for the helpfull video and the responsive answer. And thanks brother for the question.

[@RaviSingh-ki7pi]

Any video on how to deploy big query ml model on gcp or do you have any idea about model(big query ml model) deployment for marketing on gcp?

[@SatyajitPattnaik]

will do it soon 👍

[@tupaiadhikari]

Thanks Satyajit, your video was valuable. Regards.

[@SatyajitPattnaik]

Thanks Ritish.

[@posh1718]

👍👍 explained well!

[@AITCare]

Thanks for sharing this video, I followed every step in this video but I am getting 502 bad gateway errors from the URL. As you said in the video, I wrote my code in "if name== main" but still getting the same problem, please help me to rectify the error.

[@SatyajitPattnaik]

Keep trying Jeevan, personal guidance would be a bit difficult, and I am sure you will figure this out.

[@rattananthongsari9974]

@@SatyajitPattnaik i have the same problem too how to fix it

[@SatyajitPattnaik]

@@rattananthongsari9974 It was working earlier, there might be some recent changes to the flow, keep trying, else post your question on stackoverflow.

[@blaiseyonga9686]

Thank you so much

[@SatyajitPattnaik]

welcome

[@hareshmusti4027]

your video is helped me thank you, i have question can we deploy deep learning into GCP? if yes please make video on it it will help so many people like me. thank you

[@SatyajitPattnaik]

Yes we can, will do a video soon.

[@hareshmusti4027]

@@SatyajitPattnaik Thank you sir

[@sonalipawar828]

Sir is it important to add gunicorn in requirements.txt file in gcp

[@SatyajitPattnaik]

Not required

[@sourabhpramanik3957]

Hi, for me during deployment its showing this " Error Response: [4] Cloud build did not succeed within 10m."...could u please help me with some suggestion.

[@SatyajitPattnaik]

Can u do a small test on a basic hello world application and see if that works? The error you got is because of timeout, but there could be multiple reasons for this error, so keep grinding and check Stackoverflow for solutions, if u don't get help, post a question on Stackoverflow

[@sourabhpramanik3957]

@@SatyajitPattnaik ok... thanks for the response.🙂

[@muvvalavenkataaravindasatv2131]

Sir, I am getting the following error: DENIED: Token exchange failed for project 'getheartstatus'. Access denied I have followed the same steps that are shown in the video. I request you to help me resolve this issue as soon as possible.

[@kirupaathananim.s4694]

can we deploy models in google kubernetes engine

[@SatyajitPattnaik]

I will explore this option and get back, I personally haven't done it yet.

[@kirupaathananim.s4694]

@@SatyajitPattnaik Great. Waiting to see your upcoming sessions

[@rafailmahammadli2213]

it is only used for deployment? we can write our code there?

[@SatyajitPattnaik]

For writing codes, why don't you use Google colab.

[@vishalvanpariya1466]

how to configure Tensorflow enviroment?

[@sanskartewatia4320]

It fails to deploy within 10 minutes, granted my saved model is more than 300mb, how to go about it?

[@sonalipawar828]

Sir everything is done but when I run the project it's showing 502 bad gateway what should I do

[@SatyajitPattnaik]

Not sure, you need to debug the issue, try debugging, if you can't solve it in a day or two, let me know.

[@sonalipawar828]

@@SatyajitPattnaik sir it's showing 502 server error

[@shailjasaraf321]

Hey were you able to solve this i have the same problem

[@vishalvanpariya1466]

this is only for simple Ml model, never work with DL models

[@SatyajitPattnaik]

I have also deployed some DL PoCs using this technique. Obviously industry level models can't be deployed, as it's way too complex.

[@vishalvanpariya1466]

@@SatyajitPattnaik i am just deploying 5 layer DL model but if write any code related to tensorflow it is not working. Do I need to setup anything in gcp?