What you can use to learn the basics of AI and machine learning on-line

Question

I am interested in learning the basics of machine learning, and I wonder what the best ONLINE resources are . Keep in mind that I am a complete beginner and know little about the subject.

Answer 1

You can check out Peter Norwig's website. http://norvig.com/

However, texts such as Russel and Norvig or Alpaydin will keep you in the spotlight.

Good luck

Answer 2

The Stanford lecture series on mechanical learning is really good. I would recommend you get started.

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Answer 3

See my answer to a similar question here . In short, if you are looking for practitioners' knowledge, for example, when and how to apply things like Neural Networks and Bayesian filtering, there are links to several useful books. Understanding the theory requires mathematics, the link has several book recommendations that focus on what and how, and you should be prepared to spend some time reading research papers.