Deploy ML Model On Webpage|Python(Flask)| Forest Fire Prevention Using AI

-Deploy ML model on webpage using flask.
-Deploying your machine learning model onto a webpage is very important part of a website. Flask allows you to do that .
-Flask is a microweb framework that integrates web application with any python program.

Recommended books for getting better at ML Web Apps and Flask:

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[nicokalkusinski]

For every 1000 people selling you 10h course on the topic, there is one Indian guy explaining the topic in 3 minutes.

[qwbqfwi]

YOU ARE AMAZING. AFTER WATCHING YOUR VIDEO I COULD FIGURE OUT THE ROOT CAUSE OF MY BUG AND FIXED IT AFTER TRYING TO FIX IT SINCE TWO WEEKS. HANDS DOWN YOU'RE AMAZING. ISTG I COULD ACTUALLY CRY NOW OMG

[MuhammadAli-fdsc]

This videos contains the content of 6, 7 lectures of python and flask. Very well explained. Cheers 👍

[firasrachidi]

Simple and straight to the point, love it! Wish you all the best

[jaydeepshingala]

There are so many videos available to deploy models but all are misleading they have demonstrated model creation instead of deployment. you are very straight to the point, love it! wonderful it will help a lot...

[saravanakumarv]

bro i just created a front-end for a music recommender which creates a playlist and the content of the playlist will be sent into ml model and the output will be shown in front-end can i use the same technique to my project

[divyanshchaudhary]

Thanks dost
mene Grt Lernng me 4 lakh diye the tab voh kuch nahi bta paye
and here you saved me in 10 min video..

[bishwasapkota]

Does your code update the prediction results when you type another set of values consecutively?

[deepakkota]

Deeply I appreciate approach, Quite hard to get complicated content with such a simple explanation. Kudo amigo!

[raunakvarma]

what is the sklearn version used to create the model? beacause I am getting ModuleNotFoundError: No module named error and it's due to mismatch in version.

[rohitkumar-nksd]

I want to submit text data as my Ml model accepts text so what changes should i need to do in predict function of flask code (app.py) please help me out

[randomchannel]

Searched thousands of methods to get the right answer/solution to my query, and HERE WO GO ... Got the answer!

[oshtontsen]

Very clearly explained and straight forward. Love it! Keep doing what you're doing

[mailtofirozahmed]

I had a small doubt suppose here you have integrated the flask framework with your machine learning model so do we need js or react to implement the front end functionality..? Have you used js as well??

[muhammadyasinbinosman]

hello. i tried to install pickle into my pycharm. however i couldnt find pickle. instead i only found pickles or pickler. are those package the same as pickle ?

[modhua]

Thanks
Could all these be done completely in Jupiter notebook environment? If yes, could you do a demo? Also something missing in the video is how the directory “template” is created? Thanks

[muskan]

But how to run an entire project in flask?.. Suppose, I want to create a dynamic web app where I specify buttons for uploading the dataset, normalise it and then choosing a model to predict..
Also, after I take input for the file from the user, how do I save it and then reuse the same file when other buttons are clicked?

[ramiz]

How to input the values from an excel sheet and write output to the next column in the corresponding row?

[anandkrishnasingh]

In the same model if I want to pass temperature/O2/humidity Input a multiple time, How can I achieve that ?
Like I want to make predictions of two forest at a same time

[sandeepkashyap]

what if our form has some object type input in such case how are we supposed to give it to our model?