Email Spam Classifier Project | Email Spam Detection | Python Machine Learning Projects |Simplilearn

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This video by Simplilearn focuses on the Email Spam Classifier Project, providing a comprehensive guide on developing a machine-learning model to classify emails as spam. The video takes you through the entire process, starting from preprocessing the email data to extracting relevant features and selecting an appropriate machine-learning algorithm, and explores Python machine-learning projectsfocused on email spam detection. It offers valuable insights and practical tips to enhance email security and effectively filter out unwanted spam messages. By following the guidance provided in the video, viewers can gain a solid understanding of the Email Spam Classifier Project and develop their own spam detection system using machine learning techniques.

00:00 Email Spam Detection
00:06 What is Email spam
03:13 Hands-on Lab

#EmailSpamClassifierProject #EmailSpamDetection #PythonMachineLearningProjects #PythonProjects #MachineLearningProjects #MachineLearning #ML #AI #Simplilearn

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Guys the error u getting, remove colons from true. That's feature_extraction = TfidfVectorizer(min_df =1, stop_words = 'english', lowercase=True)

hardishah

InvalidParameterError Traceback (most recent call last)
Cell In[27], line 3
1 feature_extraction = TfidfVectorizer(min_df = 1, stop_words = 'english', lowercase = 'True')
----> 3 X_train_features = (X_train)
4 X_test_features =
6 Y_train= Y_train.astype('int')

undergroundsmemes

X has 2361 features, but LogisticRegression is expecting 2738 features as input.

wahidsblog

Hello sir Im getting InvalidParameterError when I run this command: X_train_features= what should be done

neharamesh

NameError Traceback (most recent call last)
Cell In[25], line 3
1 feature_extraction = TfidfVectorizer(min_df = 1, stop_words = 'english', lowercase = 'True')
----> 3 X_train_features = (X_train)
4 X_test_features = feature_extraction.transform (X_test)
6 Y_train = Y_train.astype('int')

NameError: name 'X_train' is not defined

subasreerajaram

i have this erro InvalidParameterError: The 'lowercase' parameter of TfidfVectorizer must be an instance of 'bool', an instance of 'numpy.bool_' or an instance of 'int'. Got 'True' instead. how can i fix it?

SXB

Yep 😂 I'm waiting for your time and consideration and I will come on Friday then I can try to get of the time to get of the best regards David David

Plumtreesuperbeatsstudios

Does this video explain whole project including code?? And what software used??

apoorvapant

Sir, line 20 is not getting executed, I mean X_train_features is not getting defined

tejas

I'm looking for the CSV file in the description. but i couldn't find it. Can you tell me where can i find them link

kallepallibharathchandra

23:42 you say 0 is spam and 1 is ham and do not even mention the rest (2...4455???) ? Pretty concerning about the reliability of the tutor and the tutorial...

erkinsagroglu

Email Spam Classifier Project | Email Spam Detection | Python Machine Learning Projects |Simplilearn

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