Hellow guys, Welcome to my website, and you are watching Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3). and this vIdeo is uploaded by StatQuest with Josh Starmer at 2019-11-04T04:00:05-08:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3) |
| Video Uploader | Video From StatQuest with Josh Starmer |
| Upload Date | This Video Uploaded At 04-11-2019 12:00:05 |
| Video Discription | Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: The Polynomial Kernel. We talk about the parameter values and how they calculate high-dimensional coordinates via the dot-product and high-dimensional relationships NOTE: This StatQuest assumes you already know about... Support Vector Machines: https://youtu.be/efR1C6CvhmE Cross Validation: https://youtu.be/fSytzGwwBVw ALSO NOTE: This StatQuest is based on... 1) The description of Kernel Functions, and associated concepts on pages 352 to 353 of the Introduction to Statistical Learning in R: http://faculty.marshall.usc.edu/gareth-james/ISL/ 2) The Polynomial Kernel is also based on the Kernel used by scikit-learn: https://scikit-learn.org/stable/modules/svm.html 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... Buying The StatQuest Illustrated Guide to Machine Learning!!! PDF - https://statquest.gumroad.com/l/wvtmc Paperback - https://www.amazon.com/dp/B09ZCKR4H6 Kindle eBook - https://www.amazon.com/dp/B09ZG79HXC 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 #statquest #SVM #kernel |
| Category | Education |
| Tags | StatQuest | Josh Starmer | Machine Learning | Support Vector Machines | SVM | Polynomial Kernel | Kernel Trick | Statistics | Data Science |
