How To Deploy Machine Learning Models Using Docker And Github Action In Heroku
ฝัง
- เผยแพร่เมื่อ 24 ก.ค. 2022
- 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/krishnaik06/boston...
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The amount of help you are providing is just amazing.Keep rocking and educating ❤️🔥
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
Thanks for your videos Krish, I always enjoy following your workflow.
You are amazing sir. Yes, sir require a complete docker process.
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 !!
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..
Not just in National, he is an internationally acclaimed ML tutor...
How could you make a content exactly I have been in need of 🤣 I appreciate that
@Krish Naik : Yes please we need an entire series on deployment using docker containers. If TH-cam allowed i alone would have given 1000likes 😜. Also please continue your NLP series on BERT and GPT as well i literally loved them
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.
Thank you for sharing your knowledge!
Yes please. Dockers + Github Actions series!!!
Well explained video sir👍
explaination is good
Thanks Krish
Amazing🤟
Could you please create a video on how to create a production API with all forms of testing included in it?
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
Yes sir please upload
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!
Niceeee
Please make one with Jenkins please
Hi please make a tutorial on inferencing the model using triton server
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.
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
What is the role of github here when integration is done between gitubactions and docker?
Yed please a comolete series
What is the language written in dockerfile?
are procfile and setup.sh file not required here?
INeuron community class support ended ??
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
Aws and gcp videos will also been soon uploaded
Hello Sir, since Heroku is not free to use now, could you teach us an alternative for cloud deployment?
did you find the alternative?
@@paraskumar693 any alternative?
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.
You can't because of only 100 MB space limit available on Heroku, you know only tensorflow installation 700+ MB required 😞😞
Then I can't deploy tensorflow application using heroku?
Hmmmm
Use pip install tensorflow-cpu instead of just tensorflow
@@abhijitkunjiraman6899 still not working
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
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
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.