10 posts in total
2023
Basics of Markov Chain
Basics of Linear Algebra
Expectation Maximization Algorithm(EM)
Probability Density Estimation
Probability Graphical Model
2022
Basic of Probability Theory for Data Science
Common Distribution Types
面试中的贝叶斯推断问题
Information Theory in ML
Basic Statistics for Data Science