How To Deploy Machine Learning Models Using Docker And Github Action In Heroku

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In this video we will see how to deploy data science application uing Dockers And github action CI/CI piplines in the heroku cloud
github : github.com/kri...
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Опубликовано:

8 сен 2024

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Комментарии : 44

@gajendrarajv 2 года назад

U r inspired a lot I have seen ur channel From where u explained your clg days Your work also really keeping me inspired. Txs

@riyaz8072 2 года назад

Thank you for the great service you are doing for our nation.. You are creating employment and with this, you are contributing to the nation building directly..

@jees__antony 6 месяцев назад

Not just in National, he is an internationally acclaimed ML tutor...

@marsrover2754 2 года назад

Hi @KrishNaik Can you make a playlist that says days of deployment where in you cover end to end deployment series which includes not just ML models but also DL , NLP models using docker and fast API. Thanks for your amazing series.

@piyushjayasawal2201 2 года назад

The amount of help you are providing is just amazing.Keep rocking and educating ❤️🔥

@happystepsdata8520 2 года назад

How could you make a content exactly I have been in need of 🤣 I appreciate that

@aadhavanmahendiran8074 2 года назад

You are amazing sir. Yes, sir require a complete docker process.

@akshaymutalikdesai4370 2 года назад

@Krish Naik : Yes please we need an entire series on deployment using docker containers. If RU-vid allowed i alone would have given 1000likes 😜. Also please continue your NLP series on BERT and GPT as well i literally loved them

@lekeserrano3487 2 года назад

Thanks for your videos Krish, I always enjoy following your workflow.

@sourjo1 2 года назад

Yes please. Dockers + Github Actions series!!!

@madhu1987ful Год назад

Hi Krish, Thanks a lot for this. This is just amazing stuff. I was so happy to see all actions happening automatically. And thankfully I got just 1 error and it was resolved when I reran the workflow on Github :-) Please in your next video explain what exactly is happening in main.yaml file (line by line) this was more like a black box for me !! You have already given brief info abt this and that is well appreciated !!

@shreyasb.s3819 2 года назад

Industry level project or real time projects won't use Heroku. My best suggestion any deployment video do with aws or GCP or azure. Because u already explained heroku simple deployment video thats enough. But this video won't give much weight for resume. But docker and github actions add more benefit here

@krishnaik06 2 года назад

Aws and gcp videos will also been soon uploaded

@caxupin6666 Год назад

Thank you for sharing your knowledge!

@mehersaik1873 2 года назад

Well explained video sir👍

@yasirali8409 8 месяцев назад

Amazing🤟

@pritamchannawar177 6 месяцев назад

Docker part and Heroku container part is bit unclear can you please provide a links for heroku basics. Thank you for posting this knowledge, it's more than a University syllabus!

@gajendrarajv 2 года назад

Please make video about what makes you keep putting videos more than 1.4k video is not a little things This involves more effort, hardware, consistency, etc etc. Ple make motivation video about your story.

@594_kiet_satish5 2 года назад

explaination is good

@aswinjoseph 2 года назад

Thanks Krish

@roshantonge1952 Год назад

Yes sir please upload

@syedshahab8471 2 года назад

Thank you for the amazing explanation and code. I am a facing problem in accessing logs. do any know how to access heroku logs when we deploy apps like this. sorry I am still new to this. Thanks

@shaz-z506 2 года назад

Could you please create a video on how to create a production API with all forms of testing included in it?

@archanat6507 Год назад

Hi please make a tutorial on inferencing the model using triton server

@vigneshnagaraj7137 2 года назад

What is the role of github here when integration is done between gitubactions and docker?

@aishwaryapattnaik3082 Год назад

Please make one with Jenkins please

@rachitvdo09 2 года назад

Hello, I am trying to replicate the deployment and was wondering from where do we get the template of YAML and how we decide on which one to choose? Thanks

@princesslizzy5675 Год назад

Yed please a comolete series

@archanadevi7081 Год назад

Hello Sir, since Heroku is not free to use now, could you teach us an alternative for cloud deployment?

@paraskumar693 Год назад

did you find the alternative?

@bhupeshpandey4461 Год назад

@@paraskumar693 any alternative?

@prathampandey9898 2 года назад

Is there any way to deploy Deep Learning projects which uses Tensorflow using heroku? Because when I try to deploy, it shows error that the size limit is reached because of size tensorflow module. I have tried using lower version of tensorflow but it doesn't works.

@rakeshsahni_ 2 года назад

You can't because of only 100 MB space limit available on Heroku, you know only tensorflow installation 700+ MB required 😞😞

@prathampandey9898 2 года назад

Then I can't deploy tensorflow application using heroku?

@rakeshsahni_ 2 года назад

Hmmmm

@abhijitkunjiraman6899 2 года назад

Use pip install tensorflow-cpu instead of just tensorflow

@piyushaaryan869 Год назад

@@abhijitkunjiraman6899 still not working

@b_113_debashissaha9 2 года назад

Niceeee

@dennyage4791 2 года назад

INeuron community class support ended ??

@nandinisarker6123 2 года назад

What is the language written in dockerfile?

@learnsharegrowwithgh2181 Год назад

ERROR: Could not find a version that satisfies the requirement pickle (from versions: none) ERROR: No matching distribution found for pickle Sir getting this error during build process could you help m here

@anuragbhandari3776 Год назад

are procfile and setup.sh file not required here?

@vijaykumbhar1657 2 года назад

sir i need ur help plz help me for this recently i join course from simplilearn course name Data scientist Job guartee programe but now i am confused tht this course is real or fruad i will get 100%job or not plz sir i want suggestion from you

@marsrover2754 2 года назад

Hi @KrishNaik Can you make a playlist which says days of deployment where in you cover end to end deployment series which includes not just ML models but also DL , NLP models using docker and fast API. Thanks for your amazing series.