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🔧 Topic 57: NLP Data Pipeline

Course: NLP Advanced — Section 7: Production NLP Topic: 57 of 75 | Prev: 56-NLP-Ethics.md | Next:…

Overview

🔧 Topic 57: NLP Data Pipeline — Quick Facts

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Topic 1

🎯 Overview

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NLP Data Pipeline = raw text data…

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Key stages: Ingest → Clean →…

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Real systems me data continuously…

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Pipeline ka quality = model ka…

Topic 2

🔄 NLP Data Pipeline Architecture

💾 ` ┌─────────────────────────────────────────────────────────────────┐ │ Production NLP…

Topic 3

🐍 Complete Python Implementation

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baseline["avg_char_length"]

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baseline["vocab_size"]

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baseline["total_records"]

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📊 Pipeline Stage Comparison

📈 | Stage | Input | Output | Key Operations | |-------|-------|--------|----------------| |…

Topic 5

❓ Quiz — 5 MCQs

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A) Speed badhana

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B) Duplicate records hatana taaki…

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C) GPU memory bachana

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D) Koi zaroorat nahi

Topic 6

🔗 Navigation

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Comparison

📊 Pipeline Stage Comparison

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Ingestion: Multiple sources

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Cleaning: Raw records

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Normalization: Clean text

Quick Quiz

Quiz — Question 1

🔧 Topic 57: NLP Data Pipeline ka sabse sahi definition kya hai?

Complete! 🎉

🔧 Topic 57: NLP Data Pipeline Complete!

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