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🐼 Topic 67: Pandas Advanced — Pro-Level DataFrames!

⏮️ Previous: 66-Cloud-Platforms-DS | ⏭️ Next: 68-NumPy-Advanced 📂 Section 9: DS Tools & Frameworks…

Overview
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🐼 Topic 67: Pandas Advanced — Pro-Level DataFrames! — Quick Facts

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{self.time_ms:>8.1f}ms: "

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f"{self.rows:>8,} rows: {self.speedup:>5.1f}x")

Topic 1
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🎯 Is Topic Me Kya Sikhenge?

📊 ` ╔══════════════════════════════════════════════════════════════╗ ║ 🐼 PANDAS ADVANCED —…
Topic 2
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🐍 Full Python Class — PandasAdvancedEngine

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Vectorization vs loops

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MultiIndex operations

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Window functions (rolling,…

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GroupBy advanced (transform,…

Topic 3
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❓ Quiz Time! (5 MCQs)

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a) iterrows() loop

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b) apply() with lambda

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c) Vectorized operations (direct…

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d) Sab same speed hai

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

🐼 Topic 67: Pandas Advanced — Pro-Level DataFrames! ka sabse sahi definition kya hai?

Complete! 🎉
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🐼 Topic 67: Pandas Advanced — Pro-Level DataFrames! Complete!

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🐼 Topic 67: Pandas Advanced — Pro-Level DataFrames! Complete

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