Following is a link to the Artificial Intelligence course as it was thought by Prof. Patrick Henry Winston of Massachusetts Institute of Technology in Fall 2010. It is one of my favorite YouTube playlists and I suggest watching it to anyone interested in AI applications.
Introduction to Machine Learning 2nd Edition
Covering many practical methods in Artificial Intelligence and Machine Learning. This book by Ethem Alpaydın can be a life changer. I always come back to this book when I feel lost in the subject.
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