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Skill Topic ยท Cinematic
๐ Explainability โ Model Ke Decisions Ko Samjho
MLOps Series #51 โ Model ne "reject" kiya par kyun? SHAP, LIME aur interpretability se harโฆ
Overview
๐ Explainability โ Model Ke Decisions Ko Samjho โ Quick Facts
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Method: Type
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SHAP: Game theory
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LIME: Perturbation
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PDP: Marginal
Topic 1
๐ก ML Explainability Landscape
๐ค` โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ ML EXPLAINABILITYโฆ
Topic 2
๐ Explainability Methods
๐ง | Method | Type | Scope | Speed | Best For | |--------|------|-------|-------|----------|โฆ
Topic 3
๐ป ML Explainability Engine
๐ก`python ============================================ ML Explainability Engineโฆ
Topic 4
โ Quiz
๐ก
a) Model accuracy
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b) Har feature ka individualโฆ
โก
c) Training time
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a) Same hai
Quick Quiz
Quiz โ Question 1
๐ Explainability โ Model Ke Decisions Ko Samjho ka sabse sahi definition kya hai?
Quick Quiz
Quiz โ Question 2
๐ Explainability โ Model Ke Decisions Ko Samjho ka 'SHAP' kya hai?
Complete! ๐
๐ Explainability โ Model Ke Decisions Ko Samjho Complete!
Aliens School ยท HIEN ยท Cinematic Knowledge
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๐ Explainability โ Model Ke Decisions Ko Samjho Complete