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According to you, what are the differences between data mining, machine learning and data analysis?
Hello guys, I asked myself what are the difference between the "new" subjects of computer science. I have some opinions, but I want a comparison with other experiencies. Then I ask you: According to you, what are the differences between data mining, machine learning, data analysis, big data, artificial intelligence and deep learning?
4 odpowiedzi
+ 39
According to what I understand:
Data mining is the process of collecting and analyzing data in order to produce meaningful information (such as patterns) which grants knowledge to a certain entity.
Machine learning is the study of the algorithms which allow a machine (computer) to "learn" or "get good" at a particular field on its own, by being fed a (usually large) set of data.
Deep learning is a subset of machine learning, in which the learning process is achieved through the use of (artificial) neural networks.
Artificial intelligence is the general study of making machines intelligent / mimic human intelligence / to be able to make decisions like a human being.
Big Data, as the name suggests, is big, big sets of data. E.g. all the activity and attributes of all users on a particular website.
A.I. ⊃ Machine learning ⊃ Deep learning
Machine learning may involve data mining.
Data mining is the analysis of Big Data.
+ 19
+ 10
Hatsy Rei
the last para was awesomely done, its a common confusion
+ 6
Thanks for the info!!