Machine Learning algorithm Chinese video tutorial

Source: Internet
Author: User
Tags rbf kernel

Machine Learning algorithm Chinese video tutorial

[Email protected]

Http://blog.csdn.net/zouxy09

In the online search Reproducingkernel Hilbert space, found a good thing. This is Lizheng Xuan Cheng-hsuan Li's Chinese video tutorial on some algorithms for machine learning. It feels good to say. Thank you very much for his sharing: Http://www.powercam.cc/chli. Also posted here, and everyone to study together.

I. Kernelmethod (a Chinese Tutorial on Kernel Method, PCA, KPCA, LDA, GDA, and SVMs)

Anautomatic Method to Find the best Parameter for RBF Kernel Function to Supportvector machines

1. Kernel Method

2. Principal Component analysis Andkernel Principal Component analysis

3. Linear discriminant analysis andgeneralized discriminant analysis

4. Hard-margin Support Vector machines (SVMs, SVM)

5. Soft-margin Support Vector Machines

6. Linear Regression model andkernel-based Linear Regression model

7. Reproducing Kernel Hilbert space:definitions

8. Reproducing Kernel Hilbert Space:theorems and proofs

Second, clustering

1. Basic concepts of Fuzzy C-means (part 1th)

2. Basic concepts of Fuzzy C-means (part 2nd)

3. Basic concepts of Fuzzy C-means (part 3rd)

4. Fuzzy C-means Iterative formula pushing

Third, Regression

1. Linear Regression Models-1

2. Linear Regression Models-2

Machine Learning algorithm Chinese video tutorial

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.