基本概念 样本空间: 随机试验E的所有可能结果组成的集合, 为E的样本空间, 记为S 随机事件: E的样本空间S的子集为E的随机事件, 简称事件, 由一个样本点组成的单点集, 称为基本事件 对立事件/逆事件: 若A并B=S, 且A交B=空, 则称A与B互为逆事件, A与B互为对立事件. A上面加一横即A的逆事件 频率: 在相同的条件下进行了n次试验, 事件A发生的次数为A的频数, 与n的比值成为A的频率 概率: 设E为随机试验, S是E的样本空间, 对于E的每一个事件A赋予一个实数, 记为P(A…

https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644   How Can I Learn X? Learning Machine Learning Learning About Computer Science Educational Resources Advice Artificial Intelligence How-to Question Learning New Things Lea…

20160214 survey of current RDF triple storage systems survey of semantic web stack inference mechanism embrace semantic web in giant data processing: graph computing? graph database search transformation? reasoning mechanism modified? 20160215 play A…

原文地址:http://www.mimno.org/articles/ml-learn/ written by david mimno One of my students recently asked me for advice on learning ML. Here’s what I wrote. It’s biased toward my own experience, but should generalize. My current favorite introduction is…

Machine and Deep Learning with Python Education Tutorials and courses Supervised learning superstitions cheat sheet Introduction to Deep Learning with Python How to implement a neural network How to build and run your first deep learning network Neur…

https://github.com/josephmisiti/awesome-machine-learning/blob/master/books.md Machine-Learning / Data Mining An Introduction To Statistical Learning - Book + R Code Elements of Statistical Learning - Book Probabilistic Programming & Bayesian Methods…

英文投稿的一点经验[转载] From: http://chl033.woku.com/article/2893317.html 1. 首先一定要注意杂志的发表范围, 超出范围的千万别投,要不就是浪费时间;另外,每个杂志都有他们的具体格式要求,一定要按照他们的要求把论文写好,免得浪费时间,前些时候,我的一个同事向一个著名的英文杂志投稿,由于格式问题,人家过两个星期就退回来了,而且说了很多难听的话,说投稿前首先就应该看清楚他们的格式要求:2. 论文写作一定要言简意赅,特别是摘要,引言和结论部分,特别…

Basic Concepts Probability concepts Terms Random variable A quantity whose possible values are uncertain. Outcomes The possible values of a random variable. Event A specified set of outcomes. Properties 0 <= P(E) <=1 Events Odds (赔率) Odds for the ev…

The following is a list of free, open source books on machine learning, statistics, data-mining, etc. Machine-Learning / Data Mining An Introduction To Statistical Learning - Book + R Code Elements of Statistical Learning - Book Probabilistic Program…

https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning   How do I learn mathematics for machine learning? Promoted by Time Doctor Software for productivity tracking. Time tracking and productivity improvement software with screenshots…