1. Introduction The main idea behind text mining is “turn text into numb...

1. Bayesian Machine Learning What is Bayesian machine learning? 简单来说Baye...

目录1 Dimension reduction 1.1 Principal Component Analysis (PCA) 1.2 Nea...

目录0 前言1 K-means2 Hierarchical Clustering3 Gaussian Mixture Model 0 前言 Cl...

目录0 前言1 Discriminative Classifiers 1.1 Logistic Regression 1.2 Support ...

目录1 什么是Ensemble Methods？2 Ensemble Methods的类别有哪些？ 2.1 Bagging (Bootstra...

目录0 前言1 Linear Model1.1 OLS(Ordinary Least Squares)1.2 Regression Shrink...

1 为什么存在Machine Learning？ Machine Learning的存在是为了解决实际的商业问题，即data mining ta...