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Statistical Moments: Mean, Variation, Skewness, Kurtosis
Relying only on averages can hide the real story in your data. In this video, we explain why the mean isn’t enough and show how standard deviation, skewness, and kurtosis reveal hidden patterns, outliers, and risks that averages completely miss. Perfect for anyone learning statistics, data analysis, or data science.
*Related Videos*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Bayesian Optimization: https://youtu.be/Kq6_kzlwSUQ
Hyperparameters Tuning: Grid Search vs Random Search: https://youtu.be/G-fXV-o9QV8
The Kernel Trick: https://youtu.be/N_RQj4OL1mg
Cross-Entropy - Explained: https://youtu.be/Fv98vtitmiA
Dropout - Explained: https://youtu.be/FDF_Q3_98GQ
Overfitting vs Underfitting: https://youtu.be/B9rhzg6_LLw
Why Models Overfit and Underfit - The Bias Variance Trade-off: https://youtu.be/5mbX6ITznHk
Least Squares vs Maximum Likelihood: https://youtu.be/WCP98USBZ0w
XGBoost Explained in Under 3 Minutes: https://youtu.be/33fGfuleXw0
*Contents*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Intro
00:26 - Example
00:59 - The mean
01:17 - The standard deviation
01:45 - The skewness
02:16 - The kurtosis
03:10 - Outro
*Follow Me*
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🐦 Twitter: @datamlistic https://twitter.com/datamlistic
📸 Instagram: @datamlistic https://www.instagram.com/datamlistic
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👔 Linkedin: https://www.linkedin.com/company/datamlistic
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The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
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#statistics #datascience #analytics #machinelearning
Видео Statistical Moments: Mean, Variation, Skewness, Kurtosis канала DataMListic
*Related Videos*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Bayesian Optimization: https://youtu.be/Kq6_kzlwSUQ
Hyperparameters Tuning: Grid Search vs Random Search: https://youtu.be/G-fXV-o9QV8
The Kernel Trick: https://youtu.be/N_RQj4OL1mg
Cross-Entropy - Explained: https://youtu.be/Fv98vtitmiA
Dropout - Explained: https://youtu.be/FDF_Q3_98GQ
Overfitting vs Underfitting: https://youtu.be/B9rhzg6_LLw
Why Models Overfit and Underfit - The Bias Variance Trade-off: https://youtu.be/5mbX6ITznHk
Least Squares vs Maximum Likelihood: https://youtu.be/WCP98USBZ0w
XGBoost Explained in Under 3 Minutes: https://youtu.be/33fGfuleXw0
*Contents*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Intro
00:26 - Example
00:59 - The mean
01:17 - The standard deviation
01:45 - The skewness
02:16 - The kurtosis
03:10 - Outro
*Follow Me*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
🐦 Twitter: @datamlistic https://twitter.com/datamlistic
📸 Instagram: @datamlistic https://www.instagram.com/datamlistic
📱 TikTok: @datamlistic https://www.tiktok.com/@datamlistic
👔 Linkedin: https://www.linkedin.com/company/datamlistic
*Channel Support*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
► Patreon: https://www.patreon.com/datamlistic
► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
#statistics #datascience #analytics #machinelearning
Видео Statistical Moments: Mean, Variation, Skewness, Kurtosis канала DataMListic
statistics mean average standard deviation skewness kurtosis data analysis data science outliers normal distribution gaussian distribution variance statistical concepts statistical analysis data visualization understanding data probability analytics teaching statistics intro to statistics descriptive statistics distribution statistical measures leptokurtic platykurtic mesokurtic statistical learning math education study tips variation
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17 сентября 2025 г. 10:32:44
00:03:35
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