开发人员水平有限.分配任务的时候经常有说这个事儿做不到,或者压根不知道怎么做:验收工作频出意外,DEV写了一个模块之后,验收的时候发现模块质量不行,代码质量低是其次,无法按照给定的接口工作.设计不足.一个软件工程的设计到实施,其实是很重要一步.在我们的项目中,为了满足游戏设计的需求,我们的软件工程设计中保留了很多的可扩展性,但是却没有足够关注到细节,没有给出所有具体的要求.在实施工程的时候经常发现有的问题在设计中找不到参考,导致开发人员的效率低下.对于开发一个游戏大家都需要学习很多东西.初期的设…

合格程序员的基本素质 作一个真正合格的程序员,或者说就是可以真正合格完成一些代码工作的程序员,应该具 有的素质.  1 团队精神和协作能力 把它作为基本素质,并不是不重要,恰恰相反,这是程序员应该具备的最基本的,也是最 重要的安身立命之本.把高水平程序员说成独行侠的都是在呓语,任何个人的力量都是有 限的,即便如linus这样的天才,也需要通过组成强大的团队来创造奇迹,那些遍布全球 的为linux写核心的高手们,没有协作精神是不可想象的.独行侠可以作一些赚钱的小软 件发点小财,但是一旦进入一些大系…

 作为一个软件工程团队,离不开下面三个要素:支持,即分享.责任和合作. 分享是出色技术团队的另一个关键要素,它是团队的基石之一.只有通过分享,团队才有可能实现1+1 > 2这种效应,分享也是让团队在整体上少走弯路的重要途径.分享离不开编写简洁.高质的文档,团队应当将文档作为知识和经验积累的重要不台,只留下一些代码什么的多少让人觉得有点不负责任:除了文档,在团队内部召开研讨会以分享所获得的知识.经验和教训也很关键.知识只有通过分享的方式才有可能让我们在知识的时代中多一点从容. 对于出色的技术团队,…

Deep Learning in a Nutshell: History and Training This series of blog posts aims to provide an intuitive and gentle introduction to deep learning that does not rely heavily on math or theoretical constructs. The first part in this series provided an…

About this Course You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been…

##Advice for Applying Machine Learning Applying machine learning in practice is not always straightforward. In this module, we share best practices for applying machine learning in practice, and discuss the best ways to evaluate performance of the le…

Decision Boundaries for Deep Learning and other Machine Learning classifiers H2O, one of the leading deep learning framework in python, is now available in R. We will show how to get started with H2O, its working, plotting of decision boundaries and…

Study the projects done by previous student groups - View their blog site, use their software, email them and find their retrospective (经验教训) - If you were their team member, what would you do differently to make it more successful? - What’s your les…

@http://www-cs-faculty.stanford.edu/people/karpathy/cvpr2015papers/ CVPR 2015 papers (in nicer format than this) maintained by @karpathy NEW: This year I also embedded the (1,2-gram) tfidf vectors of all papers with t-sne and placed them in an interf…

Adit Deshpande CS Undergrad at UCLA ('19) Blog About The 9 Deep Learning Papers You Need To Know About (Understanding CNNs Part 3) Introduction Link to Part 1Link to Part 2 In this post, we’ll go into summarizing a lot of the new and important develo…