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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.

Wolfram machine learning immediately fits into your existing workflows, allowing you to easily add machine learning anywhere, through platform-agnostic instant model deployments or by exporting neural nets to run standalone in separate programs or on separate hardware. Moreover, with Wolfram's breakthrough symbolic framework, neural nets become uniquely modular, manipulable and adaptable for future advancements.

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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.

Drawing on by far the broadest array of sophisticated numeric, geometric and discrete functions, meta-algorithms in Wolfram Language automatically select optimal specific algorithms to use in each unique situation—enabling questions-driven workflows—unattainable by disparate solutions that are built around toolset-driven approaches.

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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.

With its multiparadigm approach, Wolfram Language immediately allows a much higher level of computation—routinely handling data with arbitrarily general structure, validating and extending numerical precision, directly manipulating formulas and equations symbolically, automatically selecting optimal algorithms and integrating active computation and interfaces into presentation-quality documents.

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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.

Though not a typical database technology, the Wolfram technology stack achieves the status of the world's richest environment for processing and transforming data by providing immediate import in hundreds of standard and specialized formats and native connectivity to external databases and web data sources.

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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.

Specialized software and add-on toolboxes discourage the creative exploration of new ideas and areas. You shouldn't need one program to process your data, another to analyze it and a third to interactively present it. Thanks to native integration with Wolfram Language, Wolfram Notebooks do everything in a single workflow, keeping all elements of a project—calculations, visualizations, data, documentation and even interactive applications—together, in uniquely flexible documents.

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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.

Create your material once, then use the built-in Wolfram Universal Deployment System to automatically deploy it—as a secure high-volume service, a polished end-user product, an autogenerated interactive report or a flexible software component—across cloud, desktop, server, mobile and embedded systems.

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