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| | matthewmcateer.me
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| | Important mathematical prerequisites for getting into Machine Learning, Deep Learning, or any of the other space
| | www.huber.embl.de
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| | If you are a biologist and want to get the best out of the powerful methods of modern computational statistics, this is your book.
| | tiao.io
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| | One weird trick to make exact inference in Bayesian logistic regression tractable.
| | michael-lewis.com
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| This is a short summary of some of the terminology used in machine learning, with an emphasis on neural networks. I've put it together primarily to help my own understanding, phrasing it largely in non-mathematical terms. As such it may be of use to others who come from more of a programming than a mathematical background.