What is the difference between alpine distribution of docker images and latest tag images?

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I am learning Docker and I am confused as to what is the use of having latest tagged images when we can have alpine distribution images which make it easier to build smaller size custom images and which are themselves downloaded in very less time. My question is why do we need to have so many distributions? Is it related to the extra features that the images provide over one another?

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