Spam Mail Detection with Machine Learning in Python

In this video, we learn how to detect spam mails using machine learning in Python.
Dataset: www.kaggle.com/datasets/venky...
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[@rtr195807]

You must pass email_text into the stemmer function to predict the email, otherwise spam will always be evaluated.

[@NeuralNine]

You are absolutely right. I made a mistake there. In the list comprehension text needs to be replaced by email_text. Thanks.

[@rohitkochikkatfrancis]

Please do an END TO END ML application tutorial. VERY HARD to find such videos to prepare myself to create for industry standards.

[@H3ndr1x220]

Very educational, sir would you please make a tutorial about IDs(intrusion detection system)

[@omeryilmaz199]

Is there any way to find best parameters for hyper parameter optimization? Especially, for deep learning models such as CNN,RNN or LSTM etc.

[@altojr7607]

At ipynb cell [25]: , line number 2
"for word in text if word....."
Is that right? Coz I thought it will be like
"for word in email_text if word....."
Won't that change the prediction results?

[@tienduongquang3692]

Which compiler do you use??

[@realvoximir]

great video!

[@roninababan1239]

NICE BRO

[@ashraf_isb]

thanks again

[@YOUNGESTERShub]

Where are you running the code

[@shivangigaureichandra2136]

Thank u

[@mattespola]

What about the overfitting issue possibility? 97% is high, is the model overfitted?

[@tehyonglip9203]

you can prepare some test data to countercheck your model

[@tcgvsocg1458]

if you dont show exemple don t make video

[@Brettm501]

This man is super helpful and knowledgeable but I wish he added an example at the beginning and end at least. Helps newbies like me

[@tora3492]

what example ?
14:35 He did show, didn't he ?