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I am interested in learning the basics of machine learning and am wondering what the best ONLINE resources are. Keep in mind I am a total novice and know very little about the subject.

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You should check the Peter Norvig's web site.

However, texts of Russel and Norvig or Alpaydin would keep you better focused.

Here you can also refer to the following links for the online tutorial for the same:

For AI:

For ML:

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