Deploying a Public Machine Learning Web App using Streamlit in Python | ML Deployment

. This video is about deploying a public Machine Learning web app using Streamlit cloud in python.

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[martinsichibeya]

for the past few days, I have been having issues with Anaconda and streamlit. I tried to watch a bunch of videos, read a lot of websites but to no avail. then I watched your video on anaconda and streamlit installation and my problems were solved. Thank you so much, man. I really appreciate your effort in making the videos.

[ashaoluayanfe]

Thank you, for the first I deployed an app, it was a great feeling!

[ameernadaf]

bro thanks a lot, i had been struggling to deploy a model on aws lambda for last four days, now this is a life saver

[OludareBagbile]

this guy is just the best. Thanks for all you are doing

[godisgreat]

really informative. thanks for making such a video. all the best sir.

[adjeishalom]

You just saved my mental health
Thank you sir

[mohammedsuhailtc]

you are super awesome thank you ... even a child can understand the way you explain....

[ram]

Hey Siddhardhan
When we are loading the saves model, is it doing everrything like preprocessing etc. Actually I am building a model that has 7 features in total with 3 features of high cardinality. Using OHE on it is giving me best accuracy but is creating 37 new columns. Now at the time of deployment ideally I should be inputting 7 data points but it is asking me for 37 more. How should I handle it?

[rahulshelke]

hi Siddhardhan, can you please make video on time series forecasting like arima and fb profet

[r.anitha]

Is it support pneumonia through cnn if i want to add to the same project along with other diseases sir?

[vineethreddy]

@siddhardhan Please make a video multiple diseases prediction or any ml or dl project..show the sample how to deployment in heroku, aws azure and gcp it’s is most useful for creating a web applications please make a video for us 😊😊😊😊

[frysky]

How did you get the sav file?
We made the file as ipynb right??

[Frank-muqy]

could you write some similar project by using deep learning methods?

[FSISThakurAshish]

Showing me no file found when I try to deploy pls help

[sagarwaykar]

Sir getting this error "ValueError: dtype='numeric' is not compatible with arrays of bytes/strings.Convert your data to numeric values explicitly instead."
in heart Disease prediction

[noa]

I am facing an issue during deployment, model is refered before assignment but i have't refered it before like the error message, and the code works perfectly fine in local repo it's during deployment this occurs can any one give a solution😅

[yugantgotmare]

getting this error "ValueError: dtype='numeric' is not compatible with arrays of bytes/strings.Convert your data to numeric values explicitly instead."
in heart Disease prediction

[rpnsamuelaigbornajohn]

thanks for this but in the final deployment for public website it's saying no mudule name sklearn of which all modules and version are the requirement.txt file

[kanishkdadhich]

When I try to deploy this model, it shows me this error :-
[Errno 2] No such file or directory: 'E:/Multiple Disease Prediction/saved models/diabetes_model.sav'

I rechecked the file and made sure that it existed and all the file paths are mentioned correctly. Still not able to resolve it.
Can you help?

[ashishjoshi]

sir,
please
i m getting error not error
when i deploy the model its stucks on"""" please wait""""
and in manage app section (down on right corner) the error shows
""""Collecting usage statistics. To deactivate, set browser.gatherUsageStats to
how to do that sir i have spend more then 12 hrs to find this but didnt find
please help