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推 Mitbbs数据科学版主 晨钟暮鼓 推荐的三本面试书 #274

Closed haoawesome closed 9 years ago

haoawesome commented 9 years ago

http://www.mitbbs.com/article_t/DataSciences/9641.html 以下为原文备份 MITBBS 数据科学版主 chaoz (晨钟暮鼓) 推荐三本书，

基本上cover了我被问的所有东东

  1. 101 Great Answers to the Toughest Interview Questions

看完这本以后，再也不怕任何behavioral问题了

  1. http://www.slideshare.net/xamat/recommender-systems-machine-learning-summer-school-2014-cmu#

至少在marketing／ads，it is all about relevance and recommendations

  1. The Algorithm Design Manual by S. Skiena

我的算法三板斧graph, hash, DP（都不行就认栽了）

附送SQL 教程 http://www.w3schools.com/sql/

剩下的就看你有多能吹了

haoawesome commented 9 years ago

概念

http://en.wikipedia.org/wiki/Job_interview A job interview is a type of employment test that involves a conversation between a job applicant and representative of the employing organization.[1] Interviews are one of the most popularly used devices for employee selection.

http://en.wikipedia.org/wiki/Job_interview#Behavioral_questions Behavioral (experience-based or patterned behavioral) interviews are past-oriented in that they ask respondents to relate what they did in past jobs or life situations that are relevant to the particular job relevant knowledge, skills, and abilities required for success

http://en.wikipedia.org/wiki/Programming_interview A programming interview is a technical job interview in the software industry or in information technology (IT) departments of major corporations to test candidates' technical knowledge, coding ability, problem solving skills, and creativity about computers.

haoawesome commented 9 years ago

微博

美帝码农面试资料 Mitbbs数据科学版主 晨钟暮鼓 推荐三本书:《101 Great Answers to the Toughest Interview Questions》 http://memect.co/xsB1z4A "behavior问题",《Recommender Systems》(Xiavier) http://memect.co/Fk6QOUB ,《The Algorithm Design Manual》 http://memect.co/a2Ujzom "算法:graph,hash,DP"

http://www.weibo.com/5220650532/BrVHvllVW?mod=weibotime

haoawesome commented 9 years ago

101 Great Answers to the Toughest Interview Questions Paperback – February 10, 2009 by Ron Fry PDF | Video

haoawesome commented 9 years ago

Xavier Amatriain: 先看KDD2014的讲义(最新，精炼，135页), PDF 再看MLSS2014的讲义(248页，针对机器学习方向的学生) , 详见： https://github.com/memect/hao/issues/207

haoawesome commented 9 years ago

The Algorithm Design Manual by S. Skiena

Amazon | PDF

haoawesome commented 9 years ago

velvel2 ：#免费电子书#算法设计手册，The Algorithm Design Manual，Steven S，2008. Skiena.http://sist.sysu.edu.cn/~isslxm/DSA/textbook/Skiena.-.TheAlgorithmDesignManual.pdf PS：快速排序，qsort; swap , split

赞(1)| 转发(4)| 收藏| 评论(1) 1月4日03:13 http://weibo.com/2536116592/AqtsD41GV

haoawesome commented 9 years ago

"Introduction To Algorithms" vs "The Algorithm Design Manual" 两本算法神作的进一步讨论: 前者是算法课的常客，概念清晰偏重理论(也是门主买过的为数不多的几本原价纸书), 而后者是编程实战利器(代码随用随抄)，尤其适合准备白板面试。码农不妨看看stackoverflow的讨论 http://t.cn/R7yQ5a5

http://www.weibo.com/5220650532/BrVN33les?mod=weibotime

haoawesome commented 9 years ago

补充一下： “The Algorithm Design Manual” 有很多人推荐过 年初是@velvel2 。而现在各公司都搞精准广告投放, Xavier Amatriain讲义自然对口, 可以先看KDD2014版(135页), 再看MLSS2014版(248页) , 所有资料都汇总到问答274了 https://github.com/memect/hao/issues/274 。

http://www.weibo.com/5220650532/BrW6cAzFI?ref=home

behavioral 问题通常涉及与人协作，讨价还价，我兔码农在这方面尚须努力。

haoawesome commented 9 years ago

睡眼惺忪的小叶先森

让大神@whiteath @靖难 也推荐一下。我估计推荐leetcode和砸死代码面试[嘻嘻][嘻嘻][嘻嘻]

http://www.weibo.com/2765244861/BrWb6mOHw

haoawesome commented 9 years ago

这两个东东当然好，Leetcode 前些时候才推过 http://www.weibo.com/5220650532/BkJheojHW?mod=weibotime "crack the coding interview" 这个PDF版行吗？ http://memect.co/1QKBud3 //@睡眼惺忪的小叶先森: 让大神@whiteath @靖难 也推荐一下。我估计推荐leetcode和砸死代码面试

http://www.weibo.com/5220650532/BrWi747Jh?mod=weibotime