Why Exponential Distribution is Memoryless? Intuition + Math + Example
Автор: RoboSathi
Загружено: 2025-10-15
Просмотров: 83
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📘 Notes: https://robosathi.com/docs/maths/prob...
This video covers- Memoryless Property of the Exponential Distribution — one of the most fascinating concepts in probability and machine learning.
Learning Objectives
✅ Understand what memoryless property means in probability
✅ See why exponential distribution uniquely satisfies this property
✅ Step-by-step mathematical proof and intuition
✅ Real-life examples — waiting time, reliability, and ML use cases
🕘 Time Stamp 🕔
00:00:00 - 00:01:58 What is Memoryless Property?
00:01:59 - 00:06:01 Explained with Example
00:06:02 - 00:08:52 Mathematical Explanation
00:08:53 - 00:16:16 Problem Solving
Learn why the future doesn’t depend on the past for exponential random variables!
🎥 Related video
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✅ • Exponential Distribution | Memoryless Prop...
🎥 Full Course Link
✅ • Maths for AI & ML : Complete Roadmap
✨ #ai #ml #exponentialdistribution #memorylessproperties #exponentialdistributionproblemsandsolutions #probability #poissondistribution #memorylessProperty #statistics #datascience
📘 Part of the Math for AI & ML series by RoboSathi
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