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Degrees of Freedom in the t-Distribution #machinelearning #datascience #shorts
📚 *RECOMMENDED BOOKS TO START WITH MACHINE LEARNING*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
If you're new to ML, here are the 3 best books I recommend (I've personally read all of these):
1. Hands-On Machine Learning – the go-to practical ML guide: https://amzn.to/3UcGqSS
2. Mathematics for Machine Learning – deep dive into the theoretical aspects of ML: https://amzn.to/3IZgHe7
3. Designing Machine Learning Systems - practical strategies for building scalable ML solutions: https://amzn.to/4ojEqFX
These are affiliate links, so buying through them helps support the channel at no extra cost to you — thanks 🙏
*Summary*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
In this video, we break down the t-distribution and how it changes with sample size through the concept of degrees of freedom. Learn why n minus one matters, how small sample sizes affect tail heaviness, and when it’s okay to use the normal distribution instead.
*Follow Me*
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Видео Degrees of Freedom in the t-Distribution #machinelearning #datascience #shorts канала DataMListic
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
If you're new to ML, here are the 3 best books I recommend (I've personally read all of these):
1. Hands-On Machine Learning – the go-to practical ML guide: https://amzn.to/3UcGqSS
2. Mathematics for Machine Learning – deep dive into the theoretical aspects of ML: https://amzn.to/3IZgHe7
3. Designing Machine Learning Systems - practical strategies for building scalable ML solutions: https://amzn.to/4ojEqFX
These are affiliate links, so buying through them helps support the channel at no extra cost to you — thanks 🙏
*Summary*
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
In this video, we break down the t-distribution and how it changes with sample size through the concept of degrees of freedom. Learn why n minus one matters, how small sample sizes affect tail heaviness, and when it’s okay to use the normal distribution instead.
*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
Видео Degrees of Freedom in the t-Distribution #machinelearning #datascience #shorts канала DataMListic
t-distribution degrees of freedom statistics explained sample size and distribution n minus one normal distribution vs t distribution statistical inference heavier tails t distribution standard deviation confidence intervals central limit theorem statistics for beginners small sample statistics when to use t distribution statistical concepts sample mean probability distributions data analysis understanding t-distribution t-test t-distribution vs normal
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1 июля 2025 г. 9:58:26
00:01:07
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