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Machine learning is the scientific method on steroids. It follows the same process of generating, testing, and discarding or refining hypotheses. But while a scientist may spend his or her whole life coming up with and testing a few hundred hypotheses, a machine-learning system can do the same in a fraction of a second. Machine …

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Some learners learn knowledge, and some learn skills.“All humans are mortal” is a piece of knowledge. Riding a bicycle is a skill. In machine learning, knowledge is often in the form of statistical models, because most knowledge is statistical: all humans are mortal, but only 4 percent are Americans. Skills are often in the form …

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You can maximize performance of the striped set in a couple of ways:. ?Transactional NTFS. Creating shared folders in Server Manager. Windows Server 2012 R2 takes an object-based approach to describing resources and managing permissions. Objects that describe resources are defined on NTFS volumes and in Active Directory Domain Services (AD DS). With NTFS volumes, …

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TableВ 2-3.В Deletion commandsKeystrokesCommand nameActionC-ddelete-charDelete character under cursor.Deldelete-backward-charDelete previous character.M-dkill-wordDelete next word.M-Delbackward-kill-wordDelete previous word.C-kkill-lineDelete from cursor to end of line.M-kkill-sentenceDelete next sentence.C-x Delbackward-kill-sentenceDelete previous sentence.C-yyankRestore what you’ve deleted.C-wEditв†’Cutkill-regionDelete a marked region (see next section).(none)kill-paragraphDelete next paragraph.(none)backward-kill-paragraphDelete previous paragraph.. • Paragraphs are not reformatted properly. This seems to relate to window size. Try resizing the window horizontally until paragraphs …

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Algorithms are an exacting standard. It’s often said that you don’t really understand something until you can express it as an algorithm. (As Richard Feynman said, “What I cannot create, I do not understand.”) Equations, the bread and butter of physicists and engineers, are really just a special kind of algorithm. For example, Newton’s second …

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OK, it’s time to come clean: the Master Algorithm is the equationU(X) = 0. Not only does it fit on a T-shirt; it fits on a postage stamp. Huh?U(X) = 0 just says that some (possibly very complex) functionU of some (possibly very complex) variableX is equal to 0. Every equation can be reduced to …

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