本篇教程是来自Sanjeev Arora发表的《The mathematics of machine learning》,主要包括四个部分,图文并茂,非常适合机器学习初学者弄懂基本的数学概念。提纲如下:
Part1:Mathematical formulation of Machine Learning (ML)
Part2:ML in action(unsupervised,sequential decision-making
Part3:Need for mathematical understanding of deep learning
Part4:Taking Stock or Concluding thoughts
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20180918
原文链接: https://www.dropbox.com/s/8792ohicgi3j2jn/mathofML.pptx?dl=0