336 ? A First Course in Machine Learning0 20 40 60 80 100-0.200.20.40.60.81(a) x 10 20 40 60 80 100-0.200.20.40.60.81(b) x 2FIGURE 9.10 Autocorrelation for samples of x 1 and x 2 for one of thethree chains shown in Figure 9.7 with a proposal density with varianceincreased to 3...
A First Course in Machine Learning 2024 pdf epub mobi 用户评价 评分☆☆☆ 一个词形容就是intuitive。ML入门第一本,ESL第二吧!果然first course系列都不错呢。 评分☆☆☆ 有一些推导,但是涵盖的方法不是很多,贝叶斯讲的挺多的 评分☆☆☆ 终于撸完了教授...
Girolami. A first course in machine learning. CRC Press, 2016.Rogers, S., & Girolami, M. (2015). A first course in machine learning. Boca Raton: CRC Press.Rogers, S. and Girolami, M., 2016. A First Course in Machine Learning, Second Edition. 2nd edn, Chapman & Hall/CRC....
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This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statistical framework it covers a selection of supervised machine learning methods, from the most fundamental (k-NN, decision trees, linear and logist...
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