Timeline for What is the difference between data mining, statistics, machine learning and AI?
Current License: CC BY-SA 3.0
16 events
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| Oct 12, 2016 at 15:12 | review | Suggested edits | |||
| Oct 12, 2016 at 15:27 | |||||
| Jul 27, 2016 at 20:43 | comment | added | gung - Reinstate Monica | In reality it's all pretty fuzzy, @TomGranot-Scalosub. I would say neural networks are definitely ML, & certainly cluster analysis & CART are studied by ML researchers. I try to make the ideas somewhat clearer & distinct, but there isn't really a bright line between these categories. | |
| Apr 27, 2016 at 1:09 | history | edited | gung - Reinstate Monica | CC BY-SA 3.0 |
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| Apr 6, 2016 at 14:07 | comment | added | Tom Granot |
Common data mining techniques would include cluster analyses, classification and regression trees, and neural networks. Is it safe to say that a neural network is an example of a machine learning tool used in data mining, in comparison to a cluster analysis which is an algorithm not designed for machine learning used for data mining?
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| Mar 30, 2016 at 3:46 | history | edited | gung - Reinstate Monica | CC BY-SA 3.0 |
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| Mar 30, 2016 at 3:33 | history | edited | Eric Leschinski | CC BY-SA 3.0 |
They forgot the official definition of machine learning in there.
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| Dec 30, 2014 at 16:11 | history | rollback | gung - Reinstate Monica |
Rollback to Revision 3
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| Dec 30, 2014 at 16:11 | comment | added | gung - Reinstate Monica | An anonymous user suggested this blogpost for a table breaking down the differences between data mining and machine learning on a parameter basis. | |
| S Dec 30, 2014 at 8:47 | history | suggested | CommunityBot | CC BY-SA 3.0 |
Reference added
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| Dec 30, 2014 at 8:27 | review | Suggested edits | |||
| S Dec 30, 2014 at 8:47 | |||||
| Oct 15, 2014 at 7:10 | comment | added | dtc | sorry, i still quite don't get the difference between data mining and machine learning. from what i see, data mining = machine learning's unsupervised learning. isn't machine learning unsupervised about discovering new insights? | |
| Jun 25, 2014 at 9:44 | comment | added | kutschkem | I agree with most of the post, but i would say AI most of the time does not try to create intelligent agents (what is intelligence, anyway?), but rational agents. By rational it is meant "optimal given the available knowledge about the world". Although admittedly the ultimate goal is something like a general problem solver. | |
| Oct 23, 2013 at 16:13 | history | edited | gung - Reinstate Monica | CC BY-SA 3.0 |
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| Jan 25, 2012 at 7:24 | history | edited | gung - Reinstate Monica | CC BY-SA 3.0 |
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| S Jan 25, 2012 at 7:01 | history | answered | gung - Reinstate Monica | CC BY-SA 3.0 | |
| S Jan 25, 2012 at 7:01 | history | made wiki | Post Made Community Wiki by gung - Reinstate Monica |