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Quote by Vladimir N Vapnik

“I heard reiteration of the following claim: Complex theories do not work; simple algorithms do. One of the goals of this book is to show that, at least in the problems of statistical inference, this is not true. I would like to demonstrate that in the area of science a good old principle is valid: Nothing is more practical than a good theory.”

Quote by Vladimir N Vapnik

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Vladimir N Vapnik

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“...it is interesting to consider research on mastery versus performance goals in learning (Dweck 1999), discussed more in chapter 5. People with mastery orientations, in brief, are people who are interested in learning in order to master a topic. They tend to like challenges, and they persist at them. People with performance goals, in contrast, tend to like to do easy jobs that make them look good. They want to be judged positively. Although these two different orientations appear to characterize two different people, the same person can adopt different orientations under different environmental conditions. And it ends up that the particular conditions under which people are more apt to adopt mastery goals bear striking similarities to Montessori environments (Ames, 1992, see chapter 5).”

“So how do you go about teaching them something new? By mixing what they know with what they don’t know. Then, when they see vaguely in their fog something they recognize, they think, ‘Ah, I know that.’ And then it’s just one more step to, ‘Ah, I know the whole thing.’ And their mind thrusts forward into the unknown and they begin to recognize what they didn’t know before and they increase their powers of understanding.”

“There are two kinds of learning, from the inside and from the outside. The first is regarded as the best, or even the only kind. And so people learn through distant journeys, watching, reading, universities and lectures — they learn from what is happening outside them. Man is a stupid creature who has to learn. So he tacks knowledge onto himself, he gathers it like a bee, gaining more and more of it, putting it to use and processing it. But the thing inside that is “stupid” and needs learning doesn’t change.”