省理工计算机教授David Karger接触了许多世界上最杰出的博士生,近日总结出了优秀博士通常具备的五点品质:0 过人的智力 1 好奇心 2 创造力 3 纪律性与生产力 4 与观众沟通 5 与伙伴沟通.…

Andrej Karpathy blog About Hacker's guide to Neural Networks A Survival Guide to a PhD Sep 7, 2016 This guide is patterned after my "Doing well in your courses", a post I wrote a long time ago on some of the tips/tricks I've developed during my…

A Survival Guide to a PhD Sep 7, 2016 This guide is patterned after my “Doing well in your courses”, a post I wrote a long time ago on some of the tips/tricks I’ve developed during my undergrad. I’ve received nice comments about that guide, so in the…

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…

编者按:2014年度以人机交互为主题的顶级会议ACM SIGCHI已经落下帷幕.微软研究院在此次会议的入选论文总数仅次于卡耐基•梅隆大学,位列第二.此次会议中,有哪些创新想法或技术让人眼前一亮?听微软亚洲研究院主管研究员Darren Edge给我们娓娓道来. 作者:Darren Edge 微软亚洲研究院人机交互组主管研究员 如果这篇文章有幸被你阅读到,那么我猜想它十有八九是被发布在了某个网页上.很可能你在用物理鼠标或者触摸屏上下滚动网页来阅读,打开网页需要一款浏览器,而浏览器要运行在操作系统之上…

Source: verysmartbrothas.com It has been confusing since my first day as a PhD student about theory and its relationships with science, and other interchangeable concepts such as models, hypothesis and conceptual framework. Now I am beginning to get…

Learning Spark: Lightning-Fast Big Data Analysis 中文翻译行为纯属个人对于Spark的兴趣,仅供学习. 如果我的翻译行为侵犯您的版权,请您告知,我将停止对此书的开源翻译. Translation the book of Learning Spark: Lightning-Fast Big Data Analysis is only for spark developer educational purposes. If I violated you…

Ten Tips for Writing CS Papers, Part 2 This continues the first part on tips to write computer science papers. 6. Ideal Structure of a Paragraph A paper has different levels of formal structure: sections, subsections, paragraphs, sentences. It is imp…

Hacker's guide to Neural Networks Hi there, I'm a CS PhD student at Stanford. I've worked on Deep Learning for a few years as part of my research and among several of my related pet projects is ConvNetJS - a Javascript library for training Neural Net…

DEEP LEARNING WITH STRUCTURE Charlie Tang is a PhD student in the Machine Learning group at the University of Toronto, working with Geoffrey Hinton and Ruslan Salakhutdinov, whose research interests include machine learning, computer vision and cogni…