SAS Visual Data Mining and Machine Learning (VDMML) is a software package, part of the SAS Viya platform, that allows users to analyse data, find patterns and make predictions. The software can be used for a variety of tasks, such as predictive analytics and modelling, providing a complete solution for advanced analytics.
SAS Visual Data Mining and Machine Learning offers an intuitive interface that makes it easy for users to explore and visualise their data, as well as the ability to perform advanced statistical analysis. It builds on the SAS Visual Analytics platform for business intelligence, and includes a suite of analytical tools that can be used independently or together to address problems across the full spectrum of business intelligence applications.
This software can be used with other SAS products as well as third-party applications.
Some highlights of the tool:
- Data exploration: This function allows you to summarise data in visualisations such as histograms, box plots, scatter plots.... It also allows you to explore relationships between variables using scatter plots and parallel coordinate plots.
- Data visualisation: This function allows you to create graphs or charts that show distributions or relationships between variables or groups of data points. For example, it supports graphs that include pie charts, bar charts, line graphs, and so on. You can also create maps by plotting geographic regions on maps based on their location information such as country names or latitude/longitude coordinates, etc...
- Statistical analysis: This function allows users to perform statistical tests such as t-tests (one-sample tests), chi-square tests, etc...
- It is easy to learn, highly extensible and scalable, with a user-friendly interface that makes it easy to perform tasks such as building predictive models without writing code.