K-Means and GMM

This article discuss some distance-based clustering methods.

2023-03-05

Machine Learning

#K-Means #GMM #Clustering

Expectation Maximization Algorithm(EM)

This article introduce the idea of EM algorithm

2023-03-03

Probability & Statistics

#EM Algorithm

Decision Tree and Ensemble Models

This article discuss about Linear Regression and Generalized Linear Model

2023-02-27

Machine Learning

#Decisions Tree #Ensemble Model

Linear Regression and Generalized Linear Model

This article discuss about Linear Regression and Generalized Linear Model

2023-02-23

Machine Learning

#Linear Regression #Generalized Linear Model

A/B Testing: Experiment Sensitivity Improvement

This article discuss about the experiment results analysis process of an A/B testintechniques regarding to Experiment Sensitivity Improvement.

2023-02-18

A/B Testing & Case Interview

#A/B Testing #Sensitivity Improvement

Probability Density Estimation

This article discussed probability density estimation methods

2023-02-13

Probability & Statistics

#Parameter Estimation #Probability Density Estimation

Analytics: Models and Framework

This article discuss about the common analytics model and analysis framework

2023-02-05

A/B Testing & Case Interview

#Analytics Model #Analysis Framework

Case Interview: Measure Success

This article discuss about the procedure of handling measure success problem in data science interview

2023-01-31

A/B Testing & Case Interview

#Case Interview #Measure Success #Metric Selection

A/B Testing: Results Analysis

This article discuss about the experiment results analysis process of an A/B testing

2023-01-24

A/B Testing & Case Interview

#A/B Testing #Results Analysis

Probability Graphical Model

This article discuss about basic knowledge regarding Probability Graph Model

2023-01-10

Probability & Statistics

#Probability Graph Models