1.常见的聚类算法 1):划分法:k-means 2):基于密度的方法: 2.EM 算法 EM算法是在概率模型中寻找参数的最大似然估计或者最大后验概率的算法,其中概率模型依赖于无法观测的隐藏变量.EM算法经常用在机器学习和计算机视觉的数据聚类领域. 算法步骤: E步:计算期望,利用对隐藏变量的现有估计值,计算其最大似然估计 M步:最大化在E步上求得的最大似然值来计算参数的值 3.最大似然函数(MLE)和最大后验概率(MAP) 最大似然函数(模型已定,参数未知):已知某个随机样本满足某种概率分布,…

多态 C++的封装.继承和多态三大特性,封装没什么好说的,就是把事务属性和操作抽象成为类,在用类去实例化对象,从而对象可以使用操作/管理使用它的属性. 至于继承,和多态密不可分.基类可以进行派生,而派生类则是继承基类或称父类,把基类中属性和方法拿过来,变成自己的一部分,其中需要较为精细的思考. 多态则是一种实现多种使用的手法,这样的说法不太准确.静态多态(编译时多态)我觉得是函数重载,不再赘述了,要注意的是重载函数的二义性(PS.Tencent interview TEG).动态多态/运行时多态…

March 16, 2016 Problem statement:Given a 2D array (matrix) named M, print all items of M in a spiral order, clockwise.For example: M  =  1   2   3   4   5       6   7   8   9  10      11  12  13  14  15      16  17  18  19  20 The clockwise spiral pr…

http://www.topwcftutorials.net/2012/09/wcf-faqs-part2.html WCF Interview Questions – Part 2 This WCF tutorial is part-2 in series of WCF Interview Questions. Other parts in this series can be found here. 这是WCF问答系列教程中的第二部分,其他部分可以在下面的链接中找到: WCF Service…

http://www.topwcftutorials.net/2012/08/wcf-faqs-part1.html WCF Interview Questions – Part 1 This WCF Tutorial is a collection of most frequently asked interview questions about Windows Communication Foundation (WCF) covering the beginner to professio…

Amazon Interview | Set 27 Hi, I was recently interviewed for SDE1 position for Amazon and got selected. I have 1.5 year experience in java. Geeksforgeeks helped me lot. I am very thankful to Geeksforgeeks team. Following were interview questions- Two…

http://www.careerride.com/Swing-AWT-Interview-Questions.aspx   Swing interview questions and answers for freshers and experienced candidates. These interview questions and answers on Swing will help you strengthen your technical skills, prepare for t…

作者:Panda Fang 出处:http://www.cnblogs.com/lonkiss/p/4209159.html 原创文章,转载请注明作者和出处,未经允许不可用于商业营利活动 ---------- 2016-09-16 更新 ------------------------------- 不同的商店市场渠道对包名有不同的要求,一般cp的包名最后面加上他们渠道的名称标识,比如 xx.yy.zz.uc , xx.yy.zz.huawei  而腾讯比较奇葩, 要求加前缀. 但是adobe…

Pramp - mock interview experience   February 23, 2016 Read the article today from hackerRank blog on facebook: http://venturebeat.com/2016/02/18/how-i-landed-a-google-internship-in-6-months/?utm_content=buffer5c137&utm_medium=social&utm_source=fac…

http://codeforces.com/contest/738/problem/A Polycarp has interviewed Oleg and has written the interview down without punctuation marks and spaces to save time. Thus, the interview is now a string s consisting of n lowercase English letters. There is…