The difference and relation between machine learning and statistics

 

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among ,

Assuming that the conditional distribution is equivalent to determining the model type .

Point estimation is equivalent to minimizing loss function .

What's special about it , From a statistical point of view, we need to calculate the distribution of parameters , It is convenient for parameter estimation and hypothesis testing .

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