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🧪 Topic 64: NLP Testing

Course: NLP Advanced — Section 7: Production NLP Topic: 64 of 75 | Prev: 63-Scalable-NLP.md | Next:…

Overview

🧪 Topic 64: NLP Testing — Quick Facts

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Topic 1

🎯 Overview

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NLP Testing = NLP models +…

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Why? NLP models brittle hain —…

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Types: unit tests, behavioral…

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Framework: CheckList (Microsoft) —…

Topic 2

🔄 NLP Testing Pyramid

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ NLP Testing Pyramid…

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🐍 Complete Python Implementation

🎯 `python ============================================================ NLP Testing — from…

Topic 4

📊 NLP Test Types Comparison

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❓ Quiz — 5 MCQs

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A) Speed check

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B) Chhoti perturbations (typo,…

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C) Accuracy check

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D) Memory check

Topic 6

🔗 Navigation

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Comparison

📊 NLP Test Types Comparison

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Unit Test: Component correctness

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MFT: Basic capability

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INV: Perturbation stability

Quick Quiz

Quiz — Question 1

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Complete! 🎉

🧪 Topic 64: NLP Testing Complete!

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