Naive Bayes, Clearly Explained!!!
When most people want to learn about Naive Bayes, they want to learn about the Multinomial Naive Bayes Classifier - which sounds really fancy, but is actually quite simple. This video walks you through it one step at a time and by the end, you'll no longer be naive about Naive Bayes!!!
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0:00 Awesome song and introduction
1:08 Histograms and conditional probabilities
4:22 Classifying "Dear Friend"
7:33 Review of concepts
9:00 Classifying "Lunch Money x 5"
10:54 Pseudocounts
12:35 Why Naive Bayes is Naive
#statquest #naivebayes
Видео Naive Bayes, Clearly Explained!!! канала StatQuest with Josh Starmer
Get the StatQuest Study Guide here: https://statquest.org/studyguides/
⭐ NOTE: When I code, I use Kite, a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I love it! https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=statquest&utm_content=description-only
For a complete index of all the StatQuest videos, check out:
https://statquest.org/video-index/
If you'd like to support StatQuest, please consider...
Patreon: https://www.patreon.com/statquest
...or...
YouTube Membership: https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join
...a cool StatQuest t-shirt or sweatshirt:
https://shop.spreadshirt.com/statquest-with-josh-starmer/
...buying one or two of my songs (or go large and get a whole album!)
https://joshuastarmer.bandcamp.com/
...or just donating to StatQuest!
https://www.paypal.me/statquest
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
https://twitter.com/joshuastarmer
0:00 Awesome song and introduction
1:08 Histograms and conditional probabilities
4:22 Classifying "Dear Friend"
7:33 Review of concepts
9:00 Classifying "Lunch Money x 5"
10:54 Pseudocounts
12:35 Why Naive Bayes is Naive
#statquest #naivebayes
Видео Naive Bayes, Clearly Explained!!! канала StatQuest with Josh Starmer
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3 июня 2020 г. 17:35:57
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