Ultimate Environment for Data Science
Wolfram brings AI-integrated computation to the front lines of data science—tackling the complexity of modern data to produce interpretable results and uncover new directions for analysis. Our multiparadigm workflow combines statistical methods, rule-based logic and programmatic automation to solve challenges that traditional tools can't handle. Whether you're using our technology in-house or working with our experts on a custom solution, we help turn complexity into clarity.
Wolfram Data Science Areas
The field of data science is constantly growing and changing. A multiparadigm workflow requires a broad algorithmic toolkit with the full suite of processing, analysis and visualization for ever-increasing computational needs.
Dynamic VisualizationDisplay data in styled plots, charts and infographics, making it human readable and interactive for quick analysis and decision making. Tech for dynamic visualization Examples using dynamic visualization Reddit DataViz Battle JAN2018: Visualize the Growth Rates of Algae The Voters Have Spoken—But What Did They Say? (Part 2) Temperature in Champaign, IL, from 1973–2017—Visualization The Global Terrorism Database (GTD) |
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What Is Computable Data?
Storing data digitally is only the first step toward meaningful analysis. To integrate data into repeatable, computation-driven workflows, it must be made computable—standardized, structured around clear properties and accessible for accurate, AI-supported retrieval. Wolfram Language already includes thousands of examples of built-in computable data—but the real value is in making your data computable.
Live Playground
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The Wolfram Edge
Wolfram technology can fully replace, act as a hub for or simply integrate with a wide range of different software packages and turnkey solutions across all areas of the data science lifecycle, encompassing a sum of their functionality and surpassing their combined utility thanks to uniquely integrated architecture. This is a guide to the elements of the Wolfram data science technology stack and how they relate to traditional software types.
Machine Learning
Advanced automated machine learning meets the power of symbolic computation
Wolfram has pioneered highly automated multiparadigm machine learning—and deeply integrated it into Wolfram Language—making state-of-the-art machine learning in a full range of applications accessible to entry-level self-service analysts and researchers alike.
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Data Analysis & Visualization
Broadest analysis & visualization toolset with built-in computational intelligence
Wolfram's uniquely integrated technology stack allows the creation of fully interactive visualizations that provide a new level of dynamic experience for exploring data, adding them directly into documents and deploying to virtually any platform of any scale, all from within one unified environment.
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Statistical & Numerical Analysis
Largest collection of built-in statistical functions with the reliability of arbitrary-precision numerics and symbolic analysis
Wolfram dramatically raises the bar for statistical computation—making possible a vastly higher level of integration of the complete analysis workflow, as well as providing major extensibility beyond the specific functions implemented in particular statistical systems.
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Database Connectivity & Data Processing
Seamless database connectivity & format-agnostic, content-aware data importing & processing
The symbolic character of Wolfram Language allows it to support an exceptionally flexible and general approach to structured datasets. Unifying both relational (SQL-like) and hierarchical (no-SQL) standards, Wolfram Language incorporates a new kind of uniquely powerful data query language—with seamless scaling from direct in-memory computation to computations backed by external files or databases.
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Development Environment & Language
The most powerful notebooks meet the most advanced programming language
Wolfram Language allows programmers to operate at a significantly higher level than ever before by leveraging built-in computational intelligence that relies on a vast depth of algorithms and real-world knowledge carefully integrated over three decades. Wolfram Language also avoids the shortcomings of traditional computer languages of applying the same programming style to every problem by simultaneously supporting both symbolic and numeric methodologies as well as multiple programming paradigms, such as procedural, functional, rule based, pattern based and more.
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Deployment & Publishing
Scalable, cross-platform, enterprise-grade deployment & fully interactive publishing
Wolfram's technology stack is unique in automating the process of deploying functionality across the diverse technologies of the modern computing marketplace.
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"The Wolfram Language is my Swiss Army Knife, because everything is packaged in one place. I have visualization and data analysis in just one tool."
Rodrigo Murta,
Manager of Retail Intelligence
St. Marche Supermarkets
"We chose Mathematica really because of three key things for us: speed, power and flexibility."
George Danner,
President
Business Laboratory, LLC
"There's some good magic going on in that neural networks algorithm..."
Mike Foale,
CEO
FOALE AEROSPACE, Inc. and former NASA astronaut
"We're able to do things very quickly with the Wolfram Language, with some tasks taking an order of magnitude longer in other systems. And with the range of functionality covered, I haven't come across something yet that the Wolfram Language hasn't been able to help me do."
Andrew Yule,
Technology Manager
Assured Flow Solutions
"By leveraging the full spectrum of methods and tools available, we constantly surprise clients with key insights in areas they hadn't considered."
Jon McLoone,
Director of Technical Communication & Strategy
Wolfram Research, Inc.
Resources for Wolfram Data Science
Using Tabular for Efficient Data Processing
Multiparadigm Data Science
Turn Rough Ideas into Computation with Wolfram Notebook Assistant
What's Cooking: A Data Science Pipeline for Recipe Classification
Turning Webpages into Data with Wolfram Language
Automated Data Science
Automated Structure Discovery: Unsupervised Learning
From the Community
Inject Ultimate Computation, Whichever Way You Want
Wolfram believes in the power of computation to deliver better results and decisions. Whether you need the technology to solve your problems or you require a full development consultation from our experts, we are here to help.
Programming Support
Having trouble getting your project to production? Whether you need advice, optimization for your existing code or simply additional resources, our experts are here to help.
Contact UsFull Project Development
Wondering how to use computation and AI to take your projects, big or small, to the next level? Our experts will help map out what's possible by understanding your goals, building on your domain knowledge and deploying an optimized solution—getting the most out of computation.
Wolfram ConsultingCore Technology
Wolfram's technology stack is the world's most extensive general computation platform. From data science to AI development, mathematical problems, system modeling and much more, use Wolfram tech to answer computational questions and easily build interactive applications.
Products & TechnologyEducation & Training
Improve your team's ability to get answers with computation with in-person training or ready-made learning materials and courses—whether you need assistance with a particular piece of Wolfram tech or broader domain-specific skills.
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