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Can machine learning realistically apply to our everyday choices?

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For example, could a program help us learn how our habits and choices (food consumption, sleep habits, daily actives, etc) determine our subsequent mood and productivity?

It seems that there are so many variables in our daily lives that accurate data recording would be overwhelming. Also, the problem of recording our overall experience (on some happiness or productivity scale) is subjective. On the other hand, I believe that if only we knew what to record, machine learning could help us improve our lives. No doubt, such a project would be an ambitious task.

submitted by manliness
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