Wolfram Computation Meets Knowledge

The Wolfram Solution for Data Science

Bring in your data and combine it with the ever-increasing store of knowledge in the Wolfram Knowledgebase. Apply sophisticated symbolic and numeric analysis and automatically generate rich, interactive reports that can be deployed in the cloud and through APIs—all in one system, with one integrated workflow.

Underlying the Wolfram data science solution are world-class machine learning and classification algorithms, semantic data representation and the knowledge-based Wolfram Language.

  • The Wolfram Edge
  • How Wolfram Compares
  • Key Capabilities

The Wolfram data science solution offers thousands of built-in functions and curated data on many topics that let you:

  • Automatically preprocess data, including missing-values imputation, normalization and feature selection with built-in machine learning capabilities
  • Semantically import and structure your data
  • Create, schedule and share interactive reports in the cloud automatically
  • Build customized analytical tools
  • Fit data to common models or to newly developed theoretical models
  • Study voting patterns or other social statistics
  • Merge built-in economic data with your customer data to understand how changes in sales are linked to broader events
  • Make statistical visualizations with a high level of algorithm automation and computational aesthetics
  • Easily create interactive tools for analyzing your data
  • Develop original, sophisticated algorithms for data science
  • Import, analyze, visualize and publish in a single end-to-end data science environment
Semantically importing and standardizing data
Systemwide support for random processes, including parametric processes

Does your current tool set have these advantages?

  • Combine your data with the ever-increasing store of knowledge in the Wolfram Knowledgebase on a wide range of topics, accessible programmatically and ready for further analysis
    No other system has built-in access to such a broad selection of curated data
  • Instantly create interactive tools for curve-fitting or data analysis
    Other programs do not allow creation of interactive tools
  • Import, analyze and deliver results in one interactive document instead of across several applications
    MATLAB does not offer this feature
  • Create highly customized, presentation-quality visualizations, including charts, bar charts, scatter plots and many more
    SPSS requires explicit programming for customized charts
  • Work with sparse arrays with algorithm support that improves performance of very large-scale linear algebra operations
  • Work with 35 properties of over 100 statistical distributions with specialized coverage for finance, medicine and engineering—more distributions than any other system, including dedicated statistics software
  • Extend built-in algorithms with your own models
  • Use readable, easily recognizable function names
    R's function names are nonstandard abbreviations
  • Use built-in parallel and GPU computing capabilities to speed your computations
    Other programs do not offer built-in parallel or GPU computing
Work with nonparametric data models in any number of dimensions
Create dashboards that analyze and display live data in real time

Organizations Using Wolfram Technologies

Federal Reserve Board The Institute of Statistical Mathematics United States Environmental Protection Agency

Consulting Solutions

Enlist the world’s computation experts to help with your project—any size, any level. At Wolfram, we know what’s possible with computational technology because we are global leaders in creating it. That gives us an unprecedented depth of expertise in applying it to consulting work in a variety of fields. Whether individual or enterprise, from concept to deployment, our computation experts can help you achieve robust results with less time and effort. Get us started with your project today