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Visually Explained
The Kernel Trick in Support Vector Machine (SVM)

SVM can only produce linear boundaries between classes by default, which not enough for most machine learning applications.

3:18
The Kernel Trick in Support Vector Machine (SVM)

389,220 views

3 years ago

DataMListic
The Kernel Trick

The kernel trick enables machine learning algorithms to operate in high-dimensional spaces without explicitly computing ...

9:03
The Kernel Trick

18,836 views

8 months ago

CodeEmporium
The Kernel Trick - THE MATH YOU SHOULD KNOW!

Some parametric methods, like polynomial regression and Support Vector Machines stand out as being very versatile. This is due ...

7:30
The Kernel Trick - THE MATH YOU SHOULD KNOW!

202,276 views

7 years ago

Udacity
The Kernel Trick

This video is part of the Udacity course "Introduction to Computer Vision". Watch the full course at ...

2:37
The Kernel Trick

70,568 views

10 years ago

Udacity
Kernel Trick

This video is part of an online course, Intro to Machine Learning. Check out the course here: ...

1:40
Kernel Trick

126,915 views

10 years ago

DataMListic
RBF Kernel Explained: Mapping Data to Infinite Dimensions

*Related Videos* ▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭▭ The Kernel Trick: https://youtu.be/N_RQj4OL1mg ...

4:22
RBF Kernel Explained: Mapping Data to Infinite Dimensions

9,782 views

8 months ago

Stanford Online
Lecture 7 - Kernels | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)

... problem 28:48 Apply kernels 28:56 Kernel trick 31:45 A kernel function 33:56 No free lunch theorem 34:40 Example of kernels ...

1:20:25
Lecture 7 - Kernels | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)

240,282 views

5 years ago

AI for you - Morgan Gautherot
Tout savoir sur le kernel trick - LES MODELES LINEAIRES #13

Abonnez-vous à la chaîne afin de me soutenir, grâce à votre abonnement vous allez faire grandir cette chaîne et me permettre de ...

6:46
Tout savoir sur le kernel trick - LES MODELES LINEAIRES #13

1,924 views

3 years ago

Science4All
La bidouille non-linéaire (kernel trick) | Intelligence Artificielle 10

La régression et la classification linéaire, parfois, ça ne marche pas. Quand c'est le cas, il existe une astuce pour garantir le fait ...

19:46
La bidouille non-linéaire (kernel trick) | Intelligence Artificielle 10

53,805 views

7 years ago

caltech
Lecture 15 - Kernel Methods

Kernel Methods - Extending SVM to infinite-dimensional spaces using the kernel trick, and to non-separable data using soft ...

1:18:19
Lecture 15 - Kernel Methods

229,917 views

13 years ago

Jason Bramburger
The Kernel Trick - Data-Driven Dynamics | Lecture 7

While EDMD is a powerful method for approximating the Koopman operator from data, it has limitations. A major drawback is that ...

33:19
The Kernel Trick - Data-Driven Dynamics | Lecture 7

1,179 views

9 months ago

ritvikmath
SVM Kernels : Data Science Concepts

A backdoor into higher dimensions. SVM Dual Video: https://www.youtube.com/watch?v=6-ntMIaJpm0 My Patreon ...

12:02
SVM Kernels : Data Science Concepts

94,126 views

4 years ago

Victor Geislinger
The Kernel Trick - M5S36 [2019-08-27]

Moving from support vector machines, we discuss the kernel trick using higher dimensions to make our classification Notebook(s) ...

15:59
The Kernel Trick - M5S36 [2019-08-27]

35 views

6 years ago

StatQuest with Josh Starmer
Support Vector Machines Part 1 (of 3): Main Ideas!!!

... understanding the Kernel Trick: https://blog.statsbot.co/support-vector-machines-tutorial-c1618e635e93 For a complete index of ...

20:32
Support Vector Machines Part 1 (of 3): Main Ideas!!!

1,670,101 views

6 years ago

Wandida, EPFL
The Kernel Trick for SVM | Lê Nguyên Hoang

This video presents the kernel trick for SVM. This kernel trick allows to address underfitness of linear classifiers. Speaker and ...

4:42
The Kernel Trick for SVM | Lê Nguyên Hoang

5,352 views

9 years ago

udiprod
SVM with polynomial kernel visualization

See a new version of this video in HD: https://youtu.be/OdlNM96sHio A visual demonstration of the kernel trick in SVM. This short ...

0:43
SVM with polynomial kernel visualization

478,561 views

18 years ago

udiprod
SVM with polynomial kernel visualization (HD)

A visual demonstration of the kernel trick in SVM. This short video demonstrates how vectors of two classes that cannot be linearly ...

0:48
SVM with polynomial kernel visualization (HD)

33,036 views

4 years ago

Zardoua Yassir
SVM10 The Kernel Trick (Part1: Basis Expansion)

SVM playlist: https://www.youtube.com/watch?v=Ham_XKCPR8Y&list=PLLCGSi_WZBNeMfLavsJdhQAf9_K-0DevT This series of ...

16:06
SVM10 The Kernel Trick (Part1: Basis Expansion)

24,762 views

5 years ago

Cassie Kozyrkov
MFML 099 - SVMs and the kernel trick

Behold! A magical towel to demonstrate the kernel trick that makes support vector machines (SVMs) tick. Be sure to watch this ...

5:17
MFML 099 - SVMs and the kernel trick

4,427 views

3 years ago