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What is TIBCO® Data Science?

TIBCO® Data Science is a unified platform that combines the capabilities of TIBCO Statistica™, TIBCO Spotfire® Data Science (formerly Alpine Data), TIBCO Spotfire® Statistics Services, and TIBCO® Enterprise Runtime for R (TERR). TIBCO Data Science allows organizations to expand data science deployments across the organization by providing flexible authoring and deployment capabilities.

Data Science Author

Team Studio

formerly known as Spotfire Data Science (and Alpine Data Labs), Team Studio is a collaborative web based user interface that allows data scientists and citizen data scientists to create machine learning and data prep pipelines. Users can use the drag-and-drop interface and/or seamlessly integrate code via a Jupyter Notebook node. They can also use Slack-like collaboration features to accelerate data science projects.

Statistica™

provides a rich desktop based user interface that allows data scientists to create sophisticated advanced analytic workflows using 16,000 functions. Users can also seamlessly integrate Python, R, and other nodes within the pipelines. Additionally, users can create parameterized workspaces that can be invoked via Spotfire. The desktop version of Statistica will continue to be offered as a stand alone product.

TIBCO Enterprise Runtime for R (TERR)

is a high-performance, enterprise-quality statistical engine to provide predictive analytic capabilities. It is available for integration into other applications through various APIs. Developing in R, and then deploying on TERR, lets you rapidly move from prototyping to production, without recoding and retesting your analyses.

Data Science Operations

Distributed services

are required for Team Studio. These services take the pipelines created by Team Studio and push down all computations to the underlying big data source systems such as Spark. In addition, distributed services provide project management, collaboration, scheduling, model management, and governance.

Core services

are optional and are used with Statistica. These services provide a very rich and robust set of model management, platform management, scoring, and governance capabilities for Statistica.

Ecosystem services

are required for TERR. These services allow organizations to federate data science workloads across a variety of engines including SAS, MatLab, R, and Python.

TIBCO Spotfire: Augment Intelligence for Your Business

AI-powered, search-driven experience with built-in data wrangling and advanced analytics
TIBCO Spotfire® is the most complete analytics solution in the market, and makes it fast and easy for everyone to visualize new discoveries in data. Using search and recommendations powered by a built-in artificial intelligence engine, anyone can explore data to bring insights.

Whether creating simple dashboard metrics, predictive applications, or dynamic real-time analytics applications, Spotfire® delivers numerous capabilities at-scale, including visual analytics, data wrangling, predictive analytics, location analytics, and streaming analytics.

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TIBCO Data Virtualization

An enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the datasets and IT-curated data services foundation for nearly any solution.

TIBCO EBX™ Software

A single solution to govern, manage, and consume all shared data assets
TIBCO EBX™ software helps organizations avoid silos with an all-in-one approach to managing data assets across the enterprise.

When you can manage and share all your data assets, you thrive. Data fuels mission-critical operations, analytical processes, and customer experience. With constantly evolving data from diverse channels and sources, business teams can no longer rely on simple office automation or outdated data management tools. EBX™ software, a recognized leader in Master Data Management (MDM) and a pioneer in data asset management, is an innovative, single solution for managing, governing, and consuming all shared data assets, including:

  • Master data
  • Reference data
  • Hierarchies
  • Business glossaries
  • Metadata
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Make AI Real: Operationalize Data Science

Democratize, collaborate, and operationalize, machine learning across your organization
Data science is a team sport. Data scientists, citizen data scientists, data engineers, business users, and developers need flexible and extensible tools that promote collaboration, automation, and reuse of analytic workflows. But algorithms are only one piece of the advanced analytic puzzle. To deliver predictive insights, companies need to increase focus on the deployment, management, and monitoring of analytic models. Smart businesses rely on platforms that support the end-to-end analytics lifecycle while providing enterprise security and governance. TIBCO® Data Science software helps organizations innovate and solve complex problems faste

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