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🏗️ Topic 71: Project — Text Classification System

Course: NLP Advanced — Section 9: Projects & Career Topic: 71 of 75 | Prev: 70-Education-NLP.md |…

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🏗️ Topic 71: Project — Text Classification System — Quick Facts

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Prev: [70-Education-NLP.md](70-Education-NLP.md): Next: 72-Project-NER-Pipeline.md

Topic 1
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🎯 Project Overview

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Goal: Production-ready text…

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Multi-class + multi-label support

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Pipeline: Data → Preprocess →…

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3 approaches: TF-IDF + ML, LSTM,…

Topic 2
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🔄 System Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Text Classification…
Topic 3
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🐍 Complete Python Implementation

🎯 `python ============================================================ Project: Text…
Topic 4
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📊 Project Checklist

⭐ | Phase | Task | Status | |-------|------|--------| | Data | Dataset selection | ☐ | |…
Topic 5
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❓ Quiz — 5 MCQs

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A) Random guess

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B) TF-IDF + Logistic Regression —…

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C) Only word count

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D) Manual rules

Topic 6
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🔗 Navigation

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