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…
7 Tools for Data Visualization in R, Python, and Julia Last week, some examples of creating visualizations with htmlwidgets and R were presented. Fortunately, there are many more options available for creating nice visualizations. Tools and libraries…
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…
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…
Python Tools for Machine Learning Python is one of the best programming languages out there, with an extensive coverage in scientific computing: computer vision, artificial intelligence, mathematics, astronomy to name a few. Unsurprisingly, this hold…
      Python tools for Visual Studio是一个免费开源的VisualStudio的插件,支持 VisualStudio 2010,2012与2013.我们想要实现的是:       在官方网站下载.支持CPython, IronPython,编辑,浏览,智能提示,混合Python/C++调试,远程 Linux/Mac OS 调试,profiling,IPython,Django, 客户端的云计算于Windows, Linux 与 MacOS.       安装完以…
步骤: 1. 去https://apps.exchange.autodesk.com/MAYA/en/Home/Index搜索Developer Kit并下载,maya 2016可以直接点击这里下载. 下载后的压缩包解压后,将\devkit, \include和\mkspecs三个文件夹拷贝到maya 2016安装的根目录下(如:C:\Program Files\Autodesk\maya2016) 注:maya2015之前的版本貌似安装自带了这些文件,无需额外下载. 2. visual stu…
arcgis python arcpy add data script添加数据脚本mxd = arcpy.mapping.MapDocument("CURRENT")... df =mxd.activeDataFrame... theShape = ur"D:\chp5ex1\qxzf.shp"... lyr = arcpy.mapping.Layer(theShape)... arcpy.mapping.AddLayer(df, lyr, "AUTO_A…
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…
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)…