Build A Machine Learning Web App Using Python

#MachineLearning #Python #WebApp
Build A Machine Learning Web App Using Python

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[wxdddadon]

Great video this is the exact foundation i needed to understand ML a little better. The concept was fairly easy to understand but i needed an example to get it

[awadelrahman]

Great!
A question: does the model get trained every time the user changes the input?

[padmavathisonnaila]

Hi sir,
Thank you for the video..
if we have any missing values in dataset then how to handle it in streamlit??

[vignesharasu]

Great video. The PIMA Indians Diabetes dataset is really popular and plenty of projects can be done using that dataset. Building a web app for it was a great idea and the app looked really good. Really well done.

[Magmatic]

Love the content of this guy, many thanks. Can you please give me a project idea where I can apply this same model?

[ArikLikesWolves]

Great tutorial! If you want to automate writing out how to get each feature input from the user you could do something like

def get_user_input():
user_data = {}
for feature in df.columns[:-1]:
slider_max = (df[feature].max()*2)
if 'int' in str(type(df[feature][0])):
data = st.sidebar.slider(str(feature), 0, slider_max, 0)
else:
data = st.sidebar.slider(str(feature), 0.0, slider_max, 0.0)
user_data[feature] = data
features = pd.DataFrame(user_data, index=[0])
return features

Its quicker and can be quickly reused if you only have int and float features!

[lennyspecht]

I like that EVERY commercial has been for candy products... Good Job Youtube AI!

[alex]

Very very useful and nice as usual, but I would like to know a way to import datas you found for your program from a specific website instead

[georgeseletski]

What books about making web-apps will u recommend?

[rodongo]

Extremely useful. Thank you for this 🙏

[ronit.dhingra_]

Where I can get access to the CSV files that you import?

[Magmatic]

Can I use logistic regression on this data set and have the same results? (I'm a beginner in ML).

[windandrain]

But this app runs locally on your computer, right? Can you explain how could a friend run it on his web browser?

[athiradu]

Which ide is this can i do the same in vs code please replay

[trochymiak]

Very, very nice stuff! Thx for this new great video.

[mohamadrezashahabedin]

That was great، what if we want to get rid of the command prompt part and creat a .exe file, which rub the webpage by clicking it?

[therolinga]

Nice Video. But how did you make the front end ?

[gracioushouse]

Very helpful Video will want to ask some questions please

[patmtesterfr]

here is a sub section of my code
# Create and train the model
classifier = RandomForestClassifier()
classifier.fit(X_train, Y_train)

# Show the model matrix
st.subheader('Model Test Accuracy Score:')
st.write(str(accuracy_score(Y_test, classifier.predict(X_test)) * 100) + '%')
# store the model prediction and variable
prediction =
# Set subheader and display the classification

st.write(prediction)

[prod.kashkari]

What the hell, why did I never do this before. Stream lit makes this so easy.