Blog


📜

ISL: Statistical Learning


Equation Numbering and Referencing in MathJax


Expectation Operator Rules, Covariance and Standard Error of the Mean


Asymptotics: The Law of Large Numbers and The Central Limit Theorem

大数法则与中心极限定理


R PCA Example


Bernoulli vs Multinoulli (Categorical) vs Binomial vs Multinomial / Gaussian / Poisson Distributions


Conditional Probability


Probability


Machine Learning: Dimensionality Reduction

A Note from Ng


Covariance and Correlation

协方差与相关系数