matlab machine learning (English Chinese subtitles)

In this video, you'll follow Loren Shure for a quick introduction to machine learning algorithms and learn about the three types of machine learning (clustering, classification, and regression):
Clustering - dividing a set of things into groups with different attributes;
Classification - —For applications such as object detection in images, predictive maintenance and spam detection;

Regression - used to build models that predict response on a continuum given other features.

This video uses a simple and easy-to-understand method to explain linear regression, neighbor algorithm (K-NN), k-means clustering algorithm (k-means), support vector machine (SVM), discriminant analysis, and decision tree (Decision) in machine learning algorithms. Tree)

• Chapter 1：What is machine learning (3 minutes and 51 seconds)

• Chapter 2：Quick Start with Machine Learning—Linear Regression (1 minutes and 33 seconds)

• Chapter 3：Quick introduction to machine learning—k-nearest neighbor algorithm (K-NN) (56 seconds)

• Chapter 4：Quick introduction to machine learning—k-means clustering algorithm (k-means) (1 minutes and 49 seconds)

• Chapter 5：Quick Start with Machine Learning—Support Vector Machine (SVM) (3 minutes and 0 seconds)

• Chapter 6：Quick Start with Machine Learning—Discriminant Analysis (2 minutes and 49 seconds)

• Chapter 7：Quick Start with Machine Learning—Decision Tree (1 minutes and 44 seconds)