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

In this video we will see how to deploy data science application uing Dockers And github action CI/CI piplines in the heroku cloud
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[piyushjayasawal]

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

[gajendrarajv]

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

[lekeserrano]

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

[madhuful]

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 !!

[marsrover]

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.

[aadhavanmahendiran]

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

[riyaz]

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..

[happystepsdata]

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

[akshaymutalikdesai]

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

[sourjo]

Yes please. Dockers + Github Actions series!!!

[caxupin]

Thank you for sharing your knowledge! <3

[syedshahab]

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

[rachitvdo]

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

[vigneshnagaraj]

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

[shaz-z]

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

[gajendrarajv]

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.

[pritamchannawar]

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!

[anuragbhandari]

are procfile and setup.sh file not required here?

[nandinisarker]

What is the language written in dockerfile?

[archanat]

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