Bootstrap is A Method to Quantify Uncertainty
Summary of bootstrap
Rational
Some Cross-Validation Methods
Summary about some cross-validation methods and their pros and cons
Linear model selection and regularization
Summary about comparison between least square method and shrinkage method.
What You Should Know About Logistic Regression and Naive Bayes
Some take outs from machine learning
Hypothesis testing and difference between z-Test and t-Test
Basic concepts of statistics
What I Think Data Visualization Is in 2022
What I think is data visualization, some hot topics and trends
How to interpret R diagnostics plots
Summary about how to interpret R diagnostics plots