Скачать или смотреть NLP Project : Fake News Classification

Fake News Classification NLP
In this video, I explain how you create a Fake News Classification system with the help of the Natural Language Processing technique.

Datasetlink:
https://www.kaggle.com/datasets/saura...

NLP Project: SMS Spam Detection/Classification
   • SMS Spam Detection | NLP Project | Live Co...  

Project Flow:
1. Problem Statement
2. Data Gathering
3. Data Preprocessing: Here we perform some operations on data
A. Tokenization
B. Lower Case
C. Stopwords
D. Lemmatization / Stemming
4. Vectorization (Convert Text data into the Vector):
A. Bag Of Words (CountVectorizer)
B. TF-IDF
5. Model Building:
A. Model Object Initialization
B. Train and Test the Model
6. Model Evaluation:
A. Accuracy Score
B. Confusion Matrix
C. Classification Report
7. Model Deployment
8. Prediction of Client Data

GitHub Repository Link:
https://github.com/AI-ML-LEARNING/Fak...

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