#SPSS CLEMENTINE 12 统计数据 FREE#
Machine Learning, at Coursera, taught by Andrew Ng.There are also many online courses, short and long, many of them free - see KDnuggets online education directory. On latest topics in Analytics, Big Data, Data Mining, and Data Science. You can start by watching some of the many free webinars and webcasts Education: Webinars, Courses, Certificates, and Degrees There are many data mining and data science textbooksĪvailable, but you can check these4. Other good visualization tools include TIBCO Spotfire and Miner3D.
#SPSS CLEMENTINE 12 统计数据 HOW TO#
Visualization is an essential part of any data analysis - learn how to use Microsoft Excel (good for many simpler tasks), R graphics, (especially ggplot2), and also Tableau - an excellent package for visualization.
#SPSS CLEMENTINE 12 统计数据 SOFTWARE#
Other popular Analytics and Data Mining Software include MATLAB, StatSoft STATISTICA, Microsoft SQL Server, Tableau, IBM SPSS Modeler, and Rattle. However, for many analytics jobs you need to know SAS, which is the leading commercial tool and widely used. You can start with open source (free) tools such as KNIME, RapidMiner, and Weka. Tools: Data Mining, Data Science, and Visualization Softwareįor different tasks, but it is best to learn using a data mining suite which supports the entire process of data analysis.
There are many resources for each, for exampleĢ. Recent KDnuggets Poll found that the most popular languages for data mining Here I use Data Mining and Data Science interchangeably - see my presentation Analytics Industry Overview, where I look at evolution and popularity of different terms like Statistics, Knowledge Discovery, Data Mining, Predictive Analytics, Data Science, and Big Data.