Streamlit is a custom solution which provides a frontend for your ML models and connects it directly with the model. This all happens without writing the APIs using Flask or Django framework and separate HTML or any other frontend.
Why do you developers think Data science is mere coding? Python does not required to be Object oriented or does not require Project structure. Please come out that stereotype.
It is very knowledgeable vodeo to understand the modular code and how the model deployed and runningcan. Please run on aws environment using container and docker.
Nice Video Sir, but you have just created app and showed on local host. How can we deploy this Streamlit app on cloud and please mention free cloud services where we can deploy our basic Data Science apps. And one more problem is that, when we use pkl file of our vectorizer which built on millions of rows, it takes space in GB's. How can we deploy this type of models on cloud with such big pkl files?
9:46 please make a in depth video of dcokerization (docker) for data science
yes sir... we also want to know how to work on aws with above code...
Yes. Please proceed to AWS step!
do i use model.safetensor or pytorch_model.bin for image classification deployment ?
Is that true if we use stremlit ... There is no need for an html file ?
Streamlit is a custom solution which provides a frontend for your ML models and connects it directly with the model. This all happens without writing the APIs using Flask or Django framework and separate HTML or any other frontend.
Sir can i do this on google colab without using vs code??
how did you create project.txt file - all those lines and pipelines (|) I am not getting it.
And can you please share the code link
Waiting for part2...
can anyone use MERn for deploy ML Model?? please reply
Why do you developers think Data science is mere coding? Python does not required to be Object oriented or does not require Project structure. Please come out that stereotype.
It is very knowledgeable vodeo to understand the modular code and how the model deployed and runningcan. Please run on aws environment using container and docker.
Thanks Shankar. pls share with friends.
Nice Video Sir, but you have just created app and showed on local host.
How can we deploy this Streamlit app on cloud and please mention free cloud services where we can deploy our basic Data Science apps.
And one more problem is that, when we use pkl file of our vectorizer which built on millions of rows, it takes space in GB's.
How can we deploy this type of models on cloud with such big pkl files?
Please watch complete AWS playlist here by going to playlist section.
I am adding more videos on the playlist so keep an eye.
Please deploy this to EKS
Please proceed to AWS step
Kindly go to playlist and watch complete AWS playlist.