Skill Topic · Cinematic

📁 Topic 33: Data Formats

Course: AI Infrastructure — Section 4: Data Infrastructure Topic: 33 of 70 | Prev:…

Overview

📁 Topic 33: Data Formats — Quick Facts

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Topic 1

🎯 Overview

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Data Formats = ML me data kaise…

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Wrong format = slow training,…

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Key formats: Parquet (tabular…

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Decision factors: compression,…

Topic 2

🏗️ Format Landscape

💾 ` ┌──────────────────────────────────────────────────────────────┐ │ ML Data Format…

Topic 3

🐍 Complete Python Implementation

🗄️ `python ============================================================ Data Formats —…

Topic 4

📊 Format Comparison Table

Topic 5

❓ Quiz — 5 MCQs

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A) Parquet colorful hai

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B) 3-10x smaller (compression),…

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C) CSV better hai

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D) Same performance hai

Topic 6

🔗 Navigation

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Comparison

📊 Format Comparison Table

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CSV: 1x (baseline)

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Parquet: 0.1-0.3x ⭐

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Arrow: 0.3-1x

Quick Quiz

Quiz — Question 1

📁 Topic 33: Data Formats ka sabse sahi definition kya hai?

Complete! 🎉

📁 Topic 33: Data Formats Complete!

Aliens School · HIEN · Cinematic Knowledge

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