8 Productivity hacks for Data Scientists & Business Analysts Introduction I was catching up with one of my friends from a past organization. She had always been interested in data science, but was only able to break into it about 10 months ago. She h…

Spark is a compelling multi-purpose platform for use cases that span investigative, as well as operational, analytics. Data science is a broad church. I am a data scientist — or so I’ve been told — but what I do is actually quite different from what…

Seven Python Tools All Data Scientists Should Know How to Use If you’re an aspiring data scientist, you’re inquisitive – always exploring, learning, and asking questions. Online tutorials and videos can help you prepare you for your first role, but t…

SQL Server Data Tools – Business Intelligence for Visual Studio 2012,一个很强大的工具,下载地址:http://www.microsoft.com/en-us/download/details.aspx?id=36843,它用于打开以下类型的项目模板: Project templates for SSAS Analysis services projects (.dwproj) SSRS Reporting services p…

Microsoft SQL Server Data Tools - Business Intelligence for Visual Studio 2013 http://www.microsoft.com/en-us/download/details.aspx?id=42313…

Software development skills for data scientists Data scientists often come from diverse backgrounds and frequently don't have much, if any, in the way of formal training in computer science or software development. That being said, most data scientis…

原文 就我个人所知有太多的软件工程师尝试转行到数据科学家而盲目地使用机器学习框架来处理数据,例如,TensorFlow或者Apache Spark,但是对于这些框架背后的统计理论没有完全的理解.所以提起 statistical learning,这是机器学习的理论框架,是从统计学和泛函分析(functional analysis)的领域中发展出来的. 推荐的三本书: Intro to Statistical Learning (Hastie, Tibshirani, Witten, James)…

public class CommentsBusiness //Business { #region 单列模式 private static CommentBusiness instance; private CommentData dal;//Data private CommentsBusiness() { dal=new CommentData(); } public static CommentBusiness GetInstance() { if(instance==null) ins…

http://www.analyticsvidhya.com/blog/2015/07/github-special-data-scientists-to-follow-best-tutorials/ 包含了各类大牛的深度学习的框架和开源代码.包括caffe tensorflow,torch theano,rcnn框架等等…

VS2012 SSDTBI_VS2012_x86_CHS.exe http://www.microsoft.com/zh-CN/download/details.aspx?id=36843 VS2013 SSDTBI_x86_CHS.exe http://www.microsoft.com/zh-cn/download/details.aspx?id=42313&751be11f-ede8-5a0c-058c-2ee190a24fa6=True VS2015…