Scaler in Machine Learning This article discuss four types of scaler in machine learning 2022-10-21 Machine Learning #Feature Engineering #Scaler
Basic Procedure of A/B Testing This article discuss about basic procedure of conducting A/B Testing 2022-10-17 A/B Testing & Case Interview #A/B Testing
Distance in Machine Learning This article discuss about distance metrics used in machine learning 2022-10-08 Machine Learning #Distance
Outlier Detection in Feature Engineering This article discusses outlier detection methodology 2022-10-07 Machine Learning #Outlier #Data Preprocess
面试中的贝叶斯推断问题 本文总结数据分析面试中常见的贝叶斯推断（后验概率计算问题） 2022-09-29 Probability & Statistics #Interview #Bayesian Inference
Evaluation for Regression This article discuss about evaluation methods for regression model 2022-09-22 Machine Learning #Model Evaluation
Information Theory in ML Some basic information theory concepts that are useful in machine learning 2022-09-22 Probability & Statistics #Information Theory
Common Loss Function in Machine Learning This article summaries commonly used loss function in machine learning 2022-09-22 Machine Learning #Loss Function
Evaluation Method for Classification This article discuss frequently used methods for classification tasj and their suitable situation 2022-09-21 Machine Learning #Model Evaluation #Classification