Skill Topic · Cinematic

📊 Univariate Analysis — Ek Variable Ko Gehrai Se Samjho

📘 Course: Data Science | 📑 Topic #34 | 🏷️ Section 5: Exploratory Data Analysis ⬅️ 33-EDA-Process |…

Overview

📊 Univariate Analysis — Ek Variable Ko Gehrai Se Samjho — Quick Facts

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📑 Topic #34: 🏷️ Section 5: Exploratory Data…

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> ⬅️ [33-EDA-Process](33-EDA-Process.md): ➡️ 35-Bivariate-Analysis

Topic 1

🎯 Is Topic Me Kya Seekhoge?

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Univariate Analysis kya hai — ek…

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Numeric Analysis — histogram, KDE,…

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Categorical Analysis — bar chart,…

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Distribution Tests — normality…

Topic 2

📊 Univariate Analysis Ka Big Picture

🧠 ` ┌──────────────────────────────────────────────────────┐ │ UNIVARIATE ANALYSIS │ │ (Ek…

Topic 3

🔢 Numeric Variables — Complete Analysis

💡 Step 1: Central Tendency + Spread `python import pandas as pd import numpy as np import…

Topic 4

🏷️ Categorical Variables — Complete Analysis

⚡ `python ======================================== 🏷️ Categorical Variable Analysis…

Topic 5

📊 Full Python Class: UnivariateEngine

🎯 `python from dataclasses import dataclass, field from typing import Optional import…

Topic 6

🧠 Quiz Time!

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A) 2

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B) 3

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C) 1 (sirf ek) ✅

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D) Sab ek saath

Topic 7

📌 Key Takeaways

🌐 | Concept | Yaad Rakho | |---------|------------| | Univariate | Ek variable ko AKELE…

Topic 8

⬅️ [33-EDA-Process](33-EDA-Process.md) | ➡️ [35-Bivariate-Analysis](35-Bivariate-Analysis.md)

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Quick Quiz

Quiz — Question 1

📊 Univariate Analysis — Ek Variable Ko Gehrai Se Samjho ka sabse sahi definition kya hai?

Complete! 🎉

📊 Univariate Analysis — Ek Variable Ko Gehrai Se Samjho Complete!

Aliens School · HIEN · Cinematic Knowledge

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