5 min
If you converse with any veteran data scientist, you might find yourself bemused with all the data-related or statistical terms that you would come across. Statistics is just the beginning of a voyage if you are planning to get ahead with a career in data science. Dealing with complex data is close to impossible if you are not familiar with the core concepts and terms in statistics. If you are comfortable with number-crunching, statistics is a piece of cake. On the other hand, if statistical results are computed electronically, you might sigh a breath of relief while manipulating large and crucial data.
If you want to master programming with statistics, there are plenty of software options available for you, such as R, Scala, Python and several other open sources as well as licensed tools. However, SAS, developed by North Carolina State University, (later incorporated as SAS Institute), is leading the analytics market (almost 70% companies use SAS for analytics). SAS is a popular tool to help with data analytics and business intelligence.
Worry not -- as this article will present the best resources available online (and for free!) to analyse statistical data through coding or programming by SAS. These resources will definitely sharpen your programming skill along with providing statistical knowledge in depth.
The pioneers of SAS have come up with a great offering when it comes to learning SAS. The software itself has over 200 components which deliver service for various business domains ranging from Operations Research to Clinical Data Integration. The training section in the website offers free tutorials in the form of videos to facilitate easy learning. The topics include right from setting up the software, teaching basics of SAS programming, to advanced SAS programming such as SAS SQL, SAS Studio, SAS GRAPH, among others. It also provides classroom training, e-training along with an official certification for a prescribed fee in the form of training courses.
This open-access online tutorial brought out by Kent State University is the best bet for any student or learner to learn SAS from basics. The tutorial begins by familiarising the learner with SAS environment, rules for programming and SAS dataset libraries for creating and storing data. It discusses various mathematical and statistical functions which can be implemented using SAS in the successive sections of the tutorial. Apart from this, inferential statistics is also mentioned in detail. Learners can also work on the datasets provided in the tutorial.
This is an interactive website dedicated solely to data analytics platform. It offers SAS tutorials along with many other useful information such as preparing for interviews and SAS jobs resumes. The learner can proceed at his or her own pace with the tutorials. Statistical Analysis with SAS focuses on essential topics such as descriptive and inferential statistics, linear and logistic regression, time series analysis, variable selection and reduction, cluster analysis and predictive modelling with SAS, and many more. The section starts from SAS basics and proceeds to advanced sections such as Proc SQL and SAS Macros.
1 . SAS Official Website
The pioneers of SAS have come up with a great offering when it comes to learning SAS. The software itself has over 200 components which deliver service for various business domains ranging from Operations Research to Clinical Data Integration. The training section in the website offers free tutorials in the form of videos to facilitate easy learning. The topics include right from setting up the software, teaching basics of SAS programming, to advanced SAS programming such as SAS SQL, SAS Studio, SAS GRAPH, among others. It also provides classroom training, e-training along with an official certification for a prescribed fee in the form of training courses.
2. SAS Tutorials from Kent State University (Website)
This open-access online tutorial brought out by Kent State University is the best bet for any student or learner to learn SAS from basics. The tutorial begins by familiarising the learner with SAS environment, rules for programming and SAS dataset libraries for creating and storing data. It discusses various mathematical and statistical functions which can be implemented using SAS in the successive sections of the tutorial. Apart from this, inferential statistics is also mentioned in detail. Learners can also work on the datasets provided in the tutorial.
3 . ListenData (Website)
This is an interactive website dedicated solely to data analytics platform. It offers SAS tutorials along with many other useful information such as preparing for interviews and SAS jobs resumes. The learner can proceed at his or her own pace with the tutorials. Statistical Analysis with SAS focuses on essential topics such as descriptive and inferential statistics, linear and logistic regression, time series analysis, variable selection and reduction, cluster analysis and predictive modelling with SAS, and many more. The section starts from SAS basics and proceeds to advanced sections such as Proc SQL and SAS Macros.
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