Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)

Показать описание

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...

ALSO NOTE: This StatQuest is based on...

For a complete index of all the StatQuest videos, check out:

If you'd like to support StatQuest, please consider...

Buying The StatQuest Illustrated Guide to Machine Learning!!!

...or...

...a cool StatQuest t-shirt or sweatshirt:

...buying one or two of my songs (or go large and get a whole album!)

...or just donating to StatQuest!

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:

#statquest #SVM #kernel

Рекомендации по теме

Комментарии

Your videos should be mandatory tutorial for Data Science/ ML courses in all the Universities. Students throughout the world would get benefited after watching the best ML video.Hats off to you great Josh

RHONSON

Best machine learning playlist I have encountered on the YouTube .
The animations and your funny way of teaching makes it easy to understand concepts.
The amount of work you put to create these videos deserves great appreciation.
I would definitely recommend to go through the videos for anyone who is reading this comment.

Snoozy_FTW

Dude, You are amazing. The best tutorial on SVM. I have searched the entire Internet to understand but couldn't. Please continue to make videos.

madhuvarun

I will make it easy for you guys:

3:38 - BAM
4:49 - DOUBLE BAM
5:54 - TRIPLE BAM

stanlukash

Bro you're just a blessing. Never stop with the dry humor. Lot's of love for you!

itsfabiolous

I want to thank you so much for all your videos. I was lost in a forest of vectors matrices and greek letters when I heard about these topics in lecture and I did not understand a thing. As I was practising for the exam, I discovered your videos and now I do actually understand what is happening. Really love the practical, example driven approach!

marcoharfe

I have read and looked at most recommended books and videos on kernels and whilst somewhat familiar with the math, never truly understood the principles.

Statquest actually makes complex topics simple, arguably one of the best if not the best teacher on youtube and definitely the best stat explanations.

Thanks Josh much appreciated 👍

jacobwalker

This is one of the best explanation for support vector machines... If anyone is interested in why dot products are integral to the idea of SVM, please refer to Professor Wilson's MIT lecture on SVM... It is another great explanation for SVM...

priyangkumarpatel

First of all, thanks for your explanation, after plugging two data points into polynomial kernel function a and b then get the value 16, 002.25, then you said we get higher dimensional relationship. Could you elaborate further what "relationship" did you refer to based on the value 16, 002.25? Sorry I was not quite sure about that

MrZidane

What do you mean by high dimension relationship??

ahming

I have grown to love your little songs. They sound like Pheobe's songs!!! I have a little question, what do you use for visualization?

deashehu

My man. I'm so happy I have my presentation about SVM's after your uploads... Keep up the great work!

jonathannoll

Sir, this is the best video for explaining the Kernel!

chenghuang

I really appreciate how the way it is explained. Please keep on the good job!

kwok

This is how concepts should be introduced to students.. makes so much more sense

johnjunhyukjung

You are videos are simply amazing! And the level of abstraction is right at the sweet spot! Thank you for the extremely thoughtful and precise illustrations!

Add

thank you a lot you are such a big help in this harsh student world god bless you .

amalboussere

After a lonnnnggg MEGAA MEGAAA MEGAAAA BAMMM is back

rrrprogram

Mr. Starmer almost unconsciously changing machine Learning's future 😀

muhtasirimran

You literally saved my homework with your videos

evelillac

Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)

Support Vector Machines Part 2: The Polynomial Kernel (Part 2 of 3)

Support Vector Machine (SVM) in 2 minutes

The Kernel Trick in Support Vector Machine (SVM)

Support Vector Machines Part 1 (of 3): Main Ideas!!!

Tutorial 7: Support Vector Machines: Part 2

Introduction to Support Vector Machines - Part II

Support Vector Machine (SVM) Part-2 ll Machine Learning Course Explained in Hindi

Maths Intuition Behind Support Vector Machine Part 2 | Machine Learning Data Science

13. Machine Learning with Python | Gaussian Mixture Models (GMM)

Classification: Support Vector Machines (part 2)

Support vector machine (part 2)

Support Vector Machine (SVM) – Maths behind it - Part 2 | Machine Learning | Data Science | AI

Lecture 14: Support Vector Machine Part 2

16. Learning: Support Vector Machines

Support vector machine (part 2)

Understanding Support Vector Machines From Scratch Part 2 - (Machine Learning)

ISLR: Support Vector Machines Part 2 (islr02 9)

Support Vector Machine Part 2: Support Vector Classifier

Support Vector Machine (SVM) Part-2 | Machine Learning Algorithms

Tutorial 7: Support Vector Machines: Part 5

Support Vector Machines Part 2 (explained with examples) - very illustrative

Support Vector Machine (SVM) | Part-2 | SVM Mathematics

Python Machine Learning Tutorial #9 - SVM P.2 - How Support Vector Machines Work

Support Vector Machines: All you need to know!