Deploy Machine Learning Models Using StreamLit Library- Data Science

[@06madhav]

Before I read, learn, and try one technology/library, Krish uploads a new one to try. I am just amazed at his dedication, being a full time professional.

[@syedshahab8471]

Whenever I need to know anything about datascience I come to your channel. you have covered almost every topic. That is amazing. Thank you Krish Naik sir.

[@snehitvaddi]

Please do tutorials on 1. Deploying in any cloud service. 2. How to display images through StreamLit.

[@koustavdutta5317]

Its just brilliant sir !! Waiting for your end 2 end deployment of Medical X ray Detection and other CI/CD Pipelining Tutorials

[@Tessitura9]

Excellent! You've got a new subscriber.

[@mitrabhanuroutkali]

Thanks alot , i had requested it before somedays IT WILL BE BETTER IF U INTERGRET PYCARET AND STREAM LITE ,But this time in pycaret please do some label encoding,missing value imputation,feature selection.

[@hareeshr3979]

You're always awesome mann

[@saidurgakameshkota1246]

You are awesome Krish

[@teetanrobotics5363]

Could you please make a playlist just containing all you python library videos like Pycaret , Humming-bird , Streamit,etc. ?

[@travelsome]

Thanks for sharing really informative

[@koushikkalakota2454]

great tutorial krish

[@ganeshselvaraj2758]

thanx dude. It was very helpful.

[@sandipansarkar9211]

Great explanation. But can we tun the same in Jupyter notebook or do we need to practice on spyder. Please reply.

[@vpkalsgondamadam2647]

Great tutorial Krish , can u guide me about how deploy ML model built using streamlit on cpanel with backend

[@malvica-lewis]

Hi Krish, How to deploy an ML model on a personal website? Could you please suggest?

[@jojosharma635]

thanks a lot Sir!!!

[@machinelearning9180]

very nice tutorial

[@StudyExplore-p5n]

Hi, how can we deploy this or any other streamlit app on a tomcat server?

[@Enthusiastic-35]

while testing the web app you gave a negative value of variance, as a statistician I want to clarify that, "Variance is never Negative".

[@LeandroSouza-to3ne]

Thank you!

[@easylearning29]

I want to deploy my classification model using radio buttons using streamlit . But it is givivg an error : string cannot convert to numeric My excel file is in 0 and 1 form . And I want when I fill yes radiobutton. it take it as (1) and else (0)

[@anefuoche1053]

how can i remove the square brackets in output [1]? i am dealing with currecny in my project and i just want $100 for example, but i am getting $[100]. st.success('The predicted price is $ {}'.format(result))

[@karangadgil9847]

Hi Krish I am facing an error while running a stacked regressor model having xgboost on streamlit. XGBoostError: [11:44:29] c:\users\administrator\workspace\xgboost-win64_release_1.6.0\src\data\array_interface.h:462: Unicode-1 is not supported. Could you please suggest what could be wrong?

[@somilmehta2141]

Hi Krishna sir. Can we connect streamlit web app with local postgresql for passing the value automatically? If yes can make a video on that please. Thank you

[@satvikkg3059]

Hey krish, great video ! I was wondering how dependencies that can only be installed via conda be deployed on heroku. It would be of great help if you can help me with this issue.

[@datascience46]

in windows u will find a file config.toml so delete this file completely and your problem will be solved C:\Users\UserName\.streamlit

[@niveditadwivedi6466]

hi I am having this error after running streamlit hello--> OSError: [WinError 10013] An attempt was made to access a socket in a way forbidden by its access permissions Tried everything from changing firewall settings to changing ports numbers. Nothing works. Can someone pls help me resolve this?

[@tanmaydhamdhere1181]

Can we save tensorflow model in pickle? Coz I am getting this type of error notimplementederror: numpy() is only available when eager execution is enabled

[@venkatramanr5172]

I already finished !!!! Here is the repo github.com/venkat094/Machine_Learning_Web_App?files=1

[@venkatramanr5172]

I was expecting when you will post this video Krish !!!! But though I tried it before

[@sawantatharv]

Sir , doesnt get all my output on local host . It jst gives first line result , help me 🙏

[@shashankvasisht]

If anyone faces the following error: AttributeError: module 'google.protobuf.descriptor' has no attribute '_internal_create_key' just use : pip install --upgrade protobuf pip install --upgrade streamlit It should be resolved

[@yogeshpandey9549]

Sir, when I'm trying to install streamlit (windows) via command prompt using pip, an error is popping up, saying "Failed to build pyarrow : Could not build wheels for pyarrow which use PEP 517 and cannot be installed directly". Could you please help me with this?

[@BalaMurugan-cb9ho]

I am facing this issue while running streamlit app "toml.decoder.TomlDecodeError: Key group not on a line by itself. (line 1 column 1 char 0)". Kindly help me

[@aksingh6697]

sir i am trying with both streamlit and flask getting same error UserWarning: Trying to unpickle estimator RandomForestClassifier from version 0.22.1 when using version 0.23.1. This might lead to breaking code or invalid results. Use at your own risk. UserWarning) i have also copy paste the same code but getting error

[@AbdurRahman-gp6do]

Assalamualikum sir, I am looking for next vedio... no where i find it. Can you please suggest me following lecture.

[@karanpatil2147]

How to do this using joblib

[@samratsengupta8559]

Hi Krish, are there any ways to upload R models as dockers??

[@tejassarode9884]

Hello sir can you please tell me how to deploy the streamlit app Can you create a video of how to deploy the website

[@foramsuratwal8453]

Sir can please other more use,example for stremlit

[@snehitvaddi]

How to save a Keras model?? because according to Keras' documentation, it is not recommended to save Keras model in the pickle file. Help me out with this because most of us use Keras since it is simple.

[@Darkzzzz99]

use model.save("file name")

[@bedantaprotimdeka8781]

sir can we use the .hs file extension in place of .pkl ????

[@abhayurmaliya6801]

It is running on local server

[@kirann5848]

Hi Krish, do we have any option to upload a file?

[@ZaChaudhry]

1:44 3:54

[@bpac90]

Where is the Deployment part?

[@deepanshuchoudhary4598]

In the previous video, you showed your channel and it had 3K subs, but in intro you were holding the silver youtube button...................... I don't get it??

[@SAINIVEDH]

that is vlogs channel, not his one

[@niranjanjamkhande3773]

Getting error in importing st

[@doodledots_2975]

sir i need your help