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Text Classification Explained: Naive Bayes, Logistic Regression, & Fine-Tuned BERT
Text Classification powers spam filters, news categorization, and sentiment analysis! This complete guide breaks down the full NLP pipeline, from Preprocessing (Stop Words & Lemmatization) to Feature Extraction (TF-IDF & Embeddings). We then dive into three powerful classifiers: Naive Bayes (fast baseline), Logistic Regression (reliable and ...
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