In this video, we explore the Gaussian (Normal) Distribution โ one of the most important concepts in statistics and machine learning.
๐ Learning Objectives
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Mean, Variance, and Standard Deviation
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Shape of the Bell Curve
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PDF of Gaussian
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68-95-99 Rule
๐ฅ Related video
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https://youtu.be/8lJtvkb3Iiw
โ
https://youtu.be/qpAieJgrcR8
โ
https://youtu.be/Ob80-Soc7rQ
๐ฅ Full Course Link
โ
https://www.youtube.com/watch?v=Dsz7WcGcnxc&list=FLQqvaMq6Wu40s3RH5ss3P5A&pp=gAQB
๐ Time Stamp ๐
00:00:00 – 00:00:39 Introduction
00:00:40 – 00:05:17 Understanding the Bell Curve
00:05:18 – 00:07:34 PDF of Gaussian
00:07:35 – 00:09:04 Standard Normal Distribution
00:09:05 – 00:12:45 68-95-99 Rule
๐ Part of the Math for AI & ML series by RoboSathi
#ai #ml #gaussian #normaldistribution #bellcurve #probability #statistics #machineLearning #robosathi
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