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The objective of this course is to give you a holistic understanding machine learning, covering theory, application, and inner workings supervised, uns. Works have started addressing issues such as. In this lecture of machine learning we are going to see computational theory.
An early approach to finding a line for our classifier. Machine learning tutorial caltech lecture 6 theory of generalization. Audio starts at 146 abstract.
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The success of machine learning crucially relies on human experts, who construct appropriate features and workflows, select ap. We survey progress in recent years toward developing a theory of deep learning.