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e. dont get too narrowly focused on physics so you can be admitted to a top school, such as Harvard, Princeton, Stanford, MIT, Cal Tech. Going to a top liberal arts college is sometimes an advantage over going to an engineering school, since its easier to switch majors if you have a career change. 2 next, study four years of college. Students usually have to declare their majors in their sophomore 2nd year in college; physics majors should begin to think about doing a experimental physics or b theoretical physics and choosing a specific field. a first year physics, including mechanics and electricity and magnetism caution: many universities make this course unnecessarily difficult, to weed out weaker engineers and physicists, so dont be discouraged if you dont ace this course!Many future physicists do poorly in this first year course because it is made deliberately difficult.

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To help you better understand, saving keras model requires h5py library. Model is serialized to JSON file whereas weights are serialized to HDF5. During loading of model, both json architecture and saved weights are being loaded. Along with this discussion, there would be some talks how to load model from last epoch or if the model is not saved, then start training from scratch. Code for this article is uploaded on github whose link I would mention in this article. Hence, there is no worry about code. After reading this article, users/readers would gain better insights about loading, restoring and training keras model. There would also be talks on why there is a need to restore the model from the last epoch. This is main limelight of this article. Suppose you are training huge dataset for about 10000 epochs and by any reasons, your GPU gets struck/switched off/ hanged at 9999 epoch. Would you start the training from scratch.

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I went to a nightclub where we offered people free entry if they took part in the study. Wemeasured fingers, their ears, their fertility, where the women were in their menstrual cycle, their relationship status, whether they were looking for a mate. And our findings were very similar. Those men with high 2D 4D ratio were rated as more attractive dancers. We also found something unique: the women signalled their degree of fertility through their body movement by isolating and moving their hips, which made men find them more attractive. Some people, such as Brown and Fink, argue that your hormonal and genetic make up is being signalled by the way you dance. They posit a direct link. But it might not be that at all: imagine you are a really beautiful person so whenever you go out to a club, everyone looks at you and that fills with you with confidence that might be what makes you dance in an attractive way that people find even more attractive. There might be a link, it could be an association though behaviours that makes you more confident. Yes, they do. There are often lots of images of women's hips moving in isolation.

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