Skill Topic · Cinematic

🅰️🅱️ A/B Testing

📘 Course: Data Science | 📑 Topic #20 | 🏷️ Section 3: Statistics & Probability ⬅️…

Overview

🅰️🅱️ A/B Testing — Quick Facts

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📑 Topic #20: 🏷️ Section 3: Statistics &…

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> ⬅️ [19-Hypothesis-Testing](19-Hypothesis-Testing.md): ➡️ 21-Correlation-Causation

Topic 1

🎯 Is Topic Me Kya Seekhoge?

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A/B Testing kya hai — gold…

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Complete A/B test design —…

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Sample size calculation — kitne…

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Statistical significance — real…

Topic 2

📐 A/B Testing — Big Picture

💡 ` ╔══════════════════════════════════════════════════════════════════════╗ ║ 🅰️🅱️ A/B…

Topic 3

🔑 Complete A/B Test Process

🎯 ` ╔═══════════════════════════════════════════════════════════╗ ║ 📋 A/B TEST DESIGN —…

Topic 4

📏 Sample Size Calculation

⭐ ` ╔═══════════════════════════════════════════════════════════╗ ║ 📏 SAMPLE SIZE — KITNE…

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⚠️ Common Pitfalls

🔑 ` ╔═══════════════════════════════════════════════════════════╗ ║ ⚠️ A/B TESTING PITFALLS…

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📊 Beyond A/B

✨ ` ╔═══════════════════════════════════════════════════════════╗ ║ 📊 BEYOND BASIC A/B ║…

Topic 7

📊 Comparison Table

🌟 | Aspect | A/B Test | A/B/n Test | MVT | Bandit |…

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🌍 Real-World Example

🚀 ` ╔═══════════════════════════════════════════════════════════╗ ║ 🌍 REAL EXAMPLE:…

Topic 9

🐍 Python Code — ABTestEngine

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Sample size calculator

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Proportion test (conversion rates)

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Continuous metric test (revenue,…

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SRM check (sample ratio mismatch)

Topic 10

❓ Quiz — 5 MCQs

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A) New version wala group

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B) Original/current version wala…

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C) Random users

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D) Best performing group

Topic 11

🧠 Key Takeaways

🎯 ` ╔══════════════════════════════════════════════════════════╗ ║ 🧠 YAAD RAKHNE WALI…

Comparison

📊 Comparison Table

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Variants: 2

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Traffic needed: Medium

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Interactions?: No

Quick Quiz

Quiz — Question 1

🅰️🅱️ A/B Testing ka sabse sahi definition kya hai?

Complete! 🎉

🅰️🅱️ A/B Testing Complete!

Aliens School · HIEN · Cinematic Knowledge

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