Deployment Of Machine Learning PIPELINES Using Dockers and Kubernetes

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Krish Naik

Krish Naik

4 жыл бұрын

Reference and Credits Moez Ali blogs towardsdatascience.com/deploy...
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Пікірлер: 64
@krishj8011
@krishj8011 2 жыл бұрын
There are so many stuff to learn from your videos and all content is well organized. thanks
@yogeshsharma4308
@yogeshsharma4308 3 жыл бұрын
Krish, wow. What a useful info Yaar. You are doing such a great service making these buzzing technologies so simple
@darkhorse9694
@darkhorse9694 4 жыл бұрын
Finally.... Thank you so much Krish!
@harshbathia4136
@harshbathia4136 4 жыл бұрын
Thank you Krish, for this amazing tutorial
@BalaguruGupta
@BalaguruGupta 2 жыл бұрын
Amazing explanation Krish. You made it simple and easy.thank u
@raghavsharma6430
@raghavsharma6430 4 жыл бұрын
thank u so much sir for sharing this project details and making us understand it.
@NhatNguyen-bq6jj
@NhatNguyen-bq6jj 4 жыл бұрын
You move to another level. Congrat!
@Jam05_
@Jam05_ 4 жыл бұрын
He's simply a legend, because helping your community after learning from it is greatest thing you can do today!
@anveshreddy7292
@anveshreddy7292 4 жыл бұрын
Excellent sir 👍👍
@sachinborgave8094
@sachinborgave8094 4 жыл бұрын
Thank you so much Krish...
@ashishbhatnagar8682
@ashishbhatnagar8682 3 жыл бұрын
Thank you so much for this informative video
@ratulghosh8174
@ratulghosh8174 3 жыл бұрын
Thank you for this tutorial!
@reachDeepNeuron
@reachDeepNeuron 3 жыл бұрын
awesome job buddy ! i was able to successfully deploy it
@akhileshtrivedi7120
@akhileshtrivedi7120 4 жыл бұрын
Thanks for making this video...
@techadda6570
@techadda6570 3 жыл бұрын
Thanks for great tutorial
@James-qw8yh
@James-qw8yh 3 жыл бұрын
awesome!!
@sreenathgupta6767
@sreenathgupta6767 3 жыл бұрын
Nice video. Instead of GCP, can you please make video with implementation local system i.e normal windows machine with kubernetes and docker images as continuation of the previous tutorial.
@sumitjoshi9972
@sumitjoshi9972 4 жыл бұрын
Thanks sir love you
@abhishek_sengupta
@abhishek_sengupta 3 жыл бұрын
Thanks a lot!!
@vikasrana1732
@vikasrana1732 4 жыл бұрын
Great video, I would like to add that we can also deploy it in kubernetes using yaml file for both deployment and exposing the service. Also It would be great if you make a video on to create a automated ml pipeline workflow which involves kubeflow(In kubernetes) and Apache Airflow so that the ml model can be recreated after every time span . Thanks Krish :)
@louerleseigneur4532
@louerleseigneur4532 2 жыл бұрын
Thanks Krish
@shashwatjain8036
@shashwatjain8036 4 жыл бұрын
Great title....should be a great video...watching now😁😍
@deghanandreddy7168
@deghanandreddy7168 4 жыл бұрын
Scaling the application using kuberenetes is missing here pls implement that part also by setting pods
@ritushreechakraborty2692
@ritushreechakraborty2692 3 жыл бұрын
Sir please upload a Kubernetes tutorial. Having problem in understanding few concepts.
@ig2947
@ig2947 3 жыл бұрын
Thanks a lot Sir.. can you pls do a video on kubeflow ?
@sachinborgave8094
@sachinborgave8094 4 жыл бұрын
Please make a video on Bert...
@priyabratamohanty3472
@priyabratamohanty3472 4 жыл бұрын
That's what i was waiting for
@vibhashukla8221
@vibhashukla8221 7 ай бұрын
In all these examples of dockers and containers for ML pipeline, I do not see any projects where the data set was also uploaded with the image, and consumed in the ML code, here also it is Pycaret inbuilt data set, would be very interested in seeing how data set are loaded as part of the package and then consumed, by the ML model.
@aishahassan6925
@aishahassan6925 2 жыл бұрын
Krish Sir it is my humble request to make video on how to deploy docker on Amazon sagemaker instance notebook.And (customized ML model)which is inside docker after deployment on aws sagemeker instance how to retrain it and test on news testing dataset. Please if possible for you kindly make this video i will be really grateful to you .Thanks and regards
@consistentthoughts826
@consistentthoughts826 3 жыл бұрын
This is very easy in gcp In aws it is little complex
@sachinkun21
@sachinkun21 2 жыл бұрын
Is a cluster of node size 1 equivalent to hosting the app on a single vm?
@sagarmadutha2297
@sagarmadutha2297 3 жыл бұрын
Krish sir, Please make video on kubeflow
@RahulGupta-to4ng
@RahulGupta-to4ng Жыл бұрын
Pod creation does not work on both local and GCP cloudshell also....I tried like10 times....there seems to be an unresolvable issue in pod creation (CrashLoopBackOff)
@Projyots
@Projyots 3 жыл бұрын
Delete the Kubernetes cluster to stop the gcloud instance because kubernetes will restart the instance if only gcloud is stopped.
@pyclassy
@pyclassy 3 жыл бұрын
hi Krish can you upload video to deploy pipeline in kubeflow?
@rakeshrohanpasupunuri6630
@rakeshrohanpasupunuri6630 3 жыл бұрын
Sir can we deploy this code in heroku is it able to deal with docker
@ArunKumar-sg6jf
@ArunKumar-sg6jf 3 жыл бұрын
Make video for full stack web development
@csoham
@csoham 3 жыл бұрын
Thanks for the step by step process. After deployment and exposure of the api the url is not working. curl command returning.. connection refused. any body knows a solution to this
@TheWalkingNomads
@TheWalkingNomads Жыл бұрын
Hello, I followed all the step and did it again, but i can't expose to the internet. it did show a external ip with commend kubectl get service. But its refuse to connect from internet. i did check firewall and there is still a work.
@haridaasan
@haridaasan 9 ай бұрын
i'm getting the same error...
@gokulpisharody3155
@gokulpisharody3155 4 жыл бұрын
Is this video is continuation of docker playlist..?
@krishnaik06
@krishnaik06 4 жыл бұрын
yes
@shuvamgiri8601
@shuvamgiri8601 3 жыл бұрын
@@krishnaik06 sir is this is the last video in docker playlist, or in future we will see more video in this playlist.??
@lokeshkaturi4040
@lokeshkaturi4040 3 жыл бұрын
PROJECT-ID-Kubernetes-296012': not a valid identifier. I'm getting this error. Can anyone help me out of this?
@Projyots
@Projyots 3 жыл бұрын
Try PROJECT-ID=Kubernetes-296012
@harshyadav1190
@harshyadav1190 4 жыл бұрын
whe i push my docker image docker push gcr.io/${PROJECT_ID}/insurance-app:v1 it give me error unknown: Project 'project:pycaret-kubernetes-demo' not found or deleted. plz help
@deepanshuchoudhary4598
@deepanshuchoudhary4598 3 жыл бұрын
same here
@deepanshuchoudhary4598
@deepanshuchoudhary4598 3 жыл бұрын
Have you resolved it, if yes then tell me how
@Projyots
@Projyots 3 жыл бұрын
@@deepanshuchoudhary4598 Check PROJECT_ID variable or try auth again gcloud auth configure-docker
@tejeshbanavaram1126
@tejeshbanavaram1126 3 жыл бұрын
Is this resolved guys?
@iva1389
@iva1389 Жыл бұрын
ResponseError: code=403, message=Insufficient regional quota to satisfy request: resource "SSD_TOTAL_GB" -- how to fix this?
@vikramnimma
@vikramnimma 3 жыл бұрын
*Major problem with GCP is it wont allow indian debit cards.*
@baidash3104
@baidash3104 3 жыл бұрын
Don't you spread lies boy..
@vikramnimma
@vikramnimma 3 жыл бұрын
@@baidash3104 it's true girl
@baidash3104
@baidash3104 3 жыл бұрын
@@vikramnimma I've been using gcp with icici bank debit card which I believe is an Indian debit.
@vikramnimma
@vikramnimma 3 жыл бұрын
@@baidash3104 I have checked with icici, axis and sbi. Nothing worked for me
@baidash3104
@baidash3104 3 жыл бұрын
@@vikramnimma Try again cuz i ain't lyin
@haz5248
@haz5248 6 ай бұрын
not wokring man
@denisdenis1730
@denisdenis1730 3 жыл бұрын
Hi! great video! I have almost done all the steps, but finally I am unable to check the result AME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE insurance-app LoadBalancer 10.35.253.169 34.121.225.58 80:30577/TCP 19m but web page is not availabe. Hovewer, ping from local cmd worked fine. What is thr reason? Ping statistics for 34.121.225.58: Packets: Sent = 4, Received = 4, Lost = 0 (0% loss),
@adnanahmad1051
@adnanahmad1051 Жыл бұрын
I am facing the same problem
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