Tutorial 6 :Deployment of Machine Learning Models in Google Cloud Platform
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- Опубліковано 11 вер 2024
- github url :github.com/kri...
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I have not come across a single video from you in which I haven't learned something useful. Keep up the great work. 😊
You are amazing in simplifying the difficult concepts in ML, DS, etc...
Amazing video and really helpful playlist. Deployment is much needed playlist ...will wait for some more video in this playlist
It's good that this video shows you how to deploy to google cloud. Unfortunately some files are missing that we need to really deploy the project and get the full benefit from this video. Where are the html files? At 13:33 the video shows 7 files are uploaded, but Krish only talks about three files.
Superb video will wait for another video.
Where am I all these days running after so many stupid courses and foriegn tutors who doesnt explain straight to the point.Now I'm here at Krish Naik's channel.Superb Explanation and Nice Work..From today onwards you are my Guru for ML learning.
Sir ek pura project free m upload kijiyega tb na pata chalega ki ye kaam hmse ho payga ya ni,interesting h ya ni,tb na decide krnge ki class join karna chahiye ya nhi,mere paas carrer ko le kar ke confusion h,i have wasted lot of money on youtube,upar se hum mechanical engg v hn wo v berozgaar
Can you please make video on deploying deep learning model using real time detection by using users webcam. It will be great
yes pleaseee
Did you find any way for deploying face recogniton or object detection model ? plz let me now i have 5 days left only
did you find the way how to do that ?
Even my for my project it is required.
webcam and microphone acess.
Thank you for a great video! Great Tutorial!
Your suggestion very much valuable for me
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.
Thanks for the very neat explanation sir :) good day!
Definitely going to implement this one!Thank you for sharing!
Good jop
Great Work man
Thank you krish
Thank you!
Hi Krish, I followed the same steps as you mentioned here, but I am getting error message while i am trying to access the browser. Error message is "The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application."Please help.
me too!
@@jacqueline1874 Please help with the error!
I commented above. see my comment about the missing html files and where to find them.
Following your instructions, sir, the command prompt indicates that the model has been successfully deployed and provides a link; however, upon opening, a 404 error bad gateway is displayed. Is it required to activate the Google Cloud account in order to deploy?
Hi Krish. Could you please suggest some best resources(self-learning) to learn bigdata technologies with some hands-on approach?
If you want to enrol in a hands-on course follow Sumit Mittal on LinkedIn, he is the founder of Trendytech and offering the best BIgdata developer course.
Bro please help me out which is better b/w upgarde and simplilearn for data science
Thanks Krish
Thanks sir...
Hey Krish, I just saw another video of deploying using Cloud Run, Can you please tell me what's the difference between these two?
can I start my career with Data science without having any experience in IT?
short answer: no! longer answer: go and get yourself some experience and degree : )
I got an error 502 I have nlp model trained on transformer model when I come to deploy on gcloud I unable to install tensorflow package on cloud build api I am stuck alot this video comes I apply this method successfully deployed but now I am stuck 502 bad gateway error please help me how can I find whats problem here because every thing successfully done my api have this error
If I join your channel as a member, can I avail you as a mentor weekly twice (30 mints) ??
Yeah i also thinked same like you
Hi Krishna ,
Which cloud platform to learn for Machine Learning projects ?
Sir how to use/login cloud platform without credit card ?bcoz In AWS,GC it ask credit card . Is there any other way to use the public cloud free for the deployment of ml models?
you need to deploy from a partner.
Nice video. Krish do you have a video deploying a model in h5 format ?
Did u simply create the .yaml file in notepad++ or what needs to be done? Im using spyder anaconda
If i have made some changes to the code in the local repository, then how can push the changes to the Google cloud?
I have deployed my Selenium Script which runs across multiple web pages on a particular website and it works fine on my system but after deploying on Google Cloud and Heroku it is showing an Error after running. I found that the possible reason is memory limit was exceeded.
Please help me out.
Nice video. Can you do a video for credit scoring system in neural network
How to deploy ml models in python as software i.e .exe file??
One way of making python files executable is to use pyinstaller. 😊
@@BiancaAguglia will it work even it has dependencies?
@@arjunpukale3310 Yes, it should. That's one of the things pyinstaller tries to be very good at. It says right on their front page that " libraries like PyQt, Django or matplotlib are fully supported, without having to handle plugins or external data files manually".
On the pyinstaller website you can find a list of supported packages. Unfortunately, Flask is not on there, but Django is. Matplotlib, numpy, and pandas are all supported.
Of course, no matter how good a package is, you're almost guaranteed to run into some kind of error, so you'll probably have to do some googling to make your project work. 😁
@@BiancaAguglia thank u, actually our team has build a deep learning model and we have to deploy it as .exe file our model uses tensorflow and opencv, hope it will work
@@arjunpukale3310 Best wishes, then. Looking forward to hearing how it went.
Do we have to deploy/upload main.py, pickle file to cloud ? In the video we can see only app.yaml deployed and that only contain runtime details.
Thanks a lot
there is no link in the description!
I have tried to install GoogleCloudSDKInstaller but it's not installing. Please make a separate video for this
How to learn all about sklearn package.please help me
will the process be same for complex deep learning models?
Can you make a video telling how to make the requirements.txt and app.yaml files that you used to deploy the application.
Nice. Could show an app like AWS or Book store with recommendation ML engine deployed in GCP.
sir can we deploy streamlit app on google cloud ....??????????
what if we do not disable ..... ??
Any playlist for machine learning desktop laptop
Can we deploy model developed in R
Hi sir ,
how to deploy ML model using android app to classify text?
Voice is very low , even with blutooth not able to hear properly
Don't we need any html file?
sir I have one error occure..when i put credit card details n try for next further process in GCP a/c activation purpose..amount are deduct but error is occure plz try again later.i tried after sometimes still this error occure ..a/c not activated..then can you suggest how i can solve this error
Hi were you able to solve this issue? I too find similar error.. Money gets deducted multiple times nd yet i get same error.
502 Bad Gateway
nginx anyone please help
While running the target URL I got an 502 Bad Gateway error.. Anyone got this??
Same. Any assistance is greatly appreciated.
Whats inside the yaml and requirements file?? Why don't you tell that? useless video
Could u solve this i have doubts regarding the same questions
can you please not put the microphone into your mouth