Lecture Notes in Computer ScienceA. Gammerman, V. Vovk, H. Papadopoulos (Eds.), Statistical Learning and Data Sciences, Springer, 2015, pp.169-178.V. Vapnik and R. Izmailov, Statistical Learning and Data Sciences, vol. 9047. 2015.
Statistical Learning and Data Science is a work of reference in the rapidly evolving context of converging methodologies. It gathers contributions from some of the foundational thinkers in the different fields of data analysis to the major theoretical results in the domain. On the methodological front...
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ggplot(data = weather, mapping = aes(x = temp)) + geom_histogram(binwidth = 3, color = "white", fill = "steelblue") ggplot(data = weather, mapping = aes(x = temp)) + geom_histogram(bins = 40, color = "white", fill = "steelblue") 不同粒度的bin还是能在表现上有很大的区别直方...
Statistical inference via data science 第3章 数据整理 data wrangling pare vt. 消减;削皮;剪;修掉(边等) nifty: 棒的,俏皮的漂亮的 Nifty Fifty: 漂亮 hypothetical adj. (基于)假设的,假定的 n. 假设命题,假设陈述 nesting 嵌套 巢式 套入
"This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate ...
Many educational and training programs have emerged to address the growth demand for data scientists and professionals. In this context, this book is a short, concise and plenary course for data science. It provides hands-on experience of engineering in statistical computing, machine learning and ti...
It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting ...
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learning check Because the decision outcome variable is categorical and we can’t compute a difference in means of a categorical variable. We can however compute the diff in props instead. The p-value represents for the likelihood that the true mean for the promotion rates for males and female...