In the description of task A from exercise sheet 1 the two terms "standardization" and "normalization" are mixed referring to the same thing. Most resources on the internet suggest that it is not the same thing but also state that sometime the two words are used interchangeably. What is correct?
It is true that the words are sometimes used interchangeably. 'Standardization' usually refers to subtracting the mean and dividing by the standard deviation. 'Normalization' can refer to the same thing, but may also refer to others such as min-max normalization. To be very clear, it is always better to elaborate what you mean in a given situation.
Standardization vs Normalization
In the description of task A from exercise sheet 1 the two terms "standardization" and "normalization" are mixed referring to the same thing. Most resources on the internet suggest that it is not the same thing but also state that sometime the two words are used interchangeably. What is correct?
1
It is true that the words are sometimes used interchangeably. 'Standardization' usually refers to subtracting the mean and dividing by the standard deviation. 'Normalization' can refer to the same thing, but may also refer to others such as min-max normalization. To be very clear, it is always better to elaborate what you mean in a given situation.
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