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概率和数学的需要

Probability and Mathematical Needs
课程网址: http://videolectures.net/aibootcamp2011_amanquah_pmn/  
主讲教师: Nathan Amanquah
开课单位: 阿什西大学学院
开课时间: 2011-03-31
课程语种: 英语
中文简介:
为了处理、操作和学习大型N维数据集,提出了一系列使用线性代数的数学方法。此外,为了预测数据的性质,特别是基于过去的观察,有必要研究概率。\\n涉及的主题包括向量空间、正交性概念、矩阵、矩阵分解。并讨论了离散和连续概率、条件概率和贝叶斯规则。
课程简介: In order to process, manipulate and learn from large n-dimensional datasets a number of mathematical methods using linear algebra are presented. Further, to make predictions about the nature of data, especially based on the past observations, it is necessary to investigate probabilities.\\ Topics covered include vector spaces, the concept of orthogonality, matrices, matrix decompositions. Also discrete and continuous probabilities, conditional probabilities and Bayes Rule are discussed.
关 键 词: 线性代数; 向量空间; 矩阵分解
课程来源: 视频讲座网
最后编审: 2019-12-19:lxf
阅读次数: 24