TIBCO Spotfire® Data Science

Bénéfices

Simplify Big Data Analytics

Rely on huge scalability and broad support for data types, including unstructured data. A web-based interface with out-of-the-box, code-free operators eliminates the need for complex coding—and by performing all data prep and analytic computations natively within Hadoop and databases on-site or in the cloud, you both reduce the need to move data and improve performance.

Simplify Big Data Analytics

Rely on huge scalability and broad support for data types, including unstructured data. A web-based interface with out-of-the-box, code-free operators eliminates the need for complex coding—and by performing all data prep and analytic computations natively within Hadoop and databases on-site or in the cloud, you both reduce the need to move data and improve performance.

Empower Everyone to Collaborate

Leverage the creativity of the entire cross-functional team, not just a few data scientists. The familiar web-browser interface makes it easy to share and mark-up, but lets you maintain control, security, version control, and auditability. Spotfire Data Science is the best solution for bringing machine learning, data, and people together to create operational solutions for the business

Faster Visual Insights with Data Science

Faster Visual Insights from Spark and Hadoop

Visual analytics are critical. But data prep leading up to them can be challenging. You don’t need scarce data scientists for this step. Go from data to a self-service visual interface with drag-and-drop operators to prep, blend, shape, and analyze data. Then display in a Spotfire dashboard where insights jump off the page.

Faster Visual Insights from Spark and Hadoop

Visual analytics are critical. But data prep leading up to them can be challenging. You don’t need scarce data scientists for this step. Go from data to a self-service visual interface with drag-and-drop operators to prep, blend, shape, and analyze data. Then display in a Spotfire dashboard where insights jump off the page.

From Data to Business Insight

We offer a full suite of capabilities so you can achieve current and future business goals. Integrate with other TIBCO products to create business solutions: Start analyzing in Spotfire Data Science, and export to Spotfire for visualization. Use TIBCO StreamBase® for streaming analytics, TIBCO Flogo® for edge analytics, and TIBCO Cloud™ LiveApps to provide self-service creation of business apps.

Make Innovating Easy

Create innovative models with the latest deep learning, predictive, prescriptive, AI, and analytical techniques—and drive a culture of analytics for all. Rapidly prototype new techniques with Python, R, Scala, and built-in analytics that provide flexibility and fast exploration of models. Uncover new business opportunities, revenue streams, and asset monetization for a sustained competitive advantage.

Make Innovating Easy

Create innovative models with the latest deep learning, predictive, prescriptive, AI, and analytical techniques—and drive a culture of analytics for all. Rapidly prototype new techniques with Python, R, Scala, and built-in analytics that provide flexibility and fast exploration of models. Uncover new business opportunities, revenue streams, and asset monetization for a sustained competitive advantage.

Move from Data to Insights Fast

We offer a full suite of capabilities so you can achieve current and future business goals. Integrate with other TIBCO products to create business solutions: Start analyzing in Spotfire Data Science, and export to Spotfire for visualization. Use TIBCO StreamBase® for streaming analytics, TIBCO Flogo® for edge analytics, and TIBCO Cloud™ LiveApps to provide self-service creation of business apps.

Fonctionnalités

Project Stages & Roles

Five stages—define, transform, model, deploy, and act—organizes business stakeholders, data scientists, and engineers into teams that collaborate to tackle the problem at hand. Team members share and annotate data, scripts, and trained models within the project.

Workflow & Notebook Editors

Quickly build and share drag-and-drop machine learning and ETL workflows with the Workflow Editor. Easily run Python against Hadoop and RDBMS with the Notebook Editor. Notebooks, managed and versioned just like everything else in Chorus, make collaboration easy.

Anywhere Deployment

Deploy in AWS and perform data science at scale in Amazon EMR and Redshift. Run workflows on a regular schedule, and push PMML or PFA real-time scoring models to Cloud Foundry, AWS, or Google App Engine at the click of a button. Sync data to and from S3 with RedShift or MySQL.

Predictive Applications

Turn sophisticated data science projects into consumable UIs for employees and customers. Apply insights from scoring engines to the point of action. Use Touchpoints to embed findings into applications or bring them to mobile using the Touchpoints SDK.

Enterprise Security & Governance

Deploying analytics solutions against Kerberos, Ranger, and Sentry can be challenging; many open-source implementations aren’t suited. Chorus interacts with secured clusters, enabling advanced analytics on Hive and Spark to operate within IT data security policies.

In-Hadoop Computations

Reduce the need to move data and improve performance with analytic computations that run inside Hadoop and databases (Oracle, Pivotal, SAP HANA, SQL Server, others).

Demonstrations

Automated Machine Learning

Empower Citizen Data Scientists

Data Science in the IoT

Machine Learning and Advanced Analytics

What's New

Request a demo today and see the latest new features including,

Rebranding from Alpine to Spotfire Data Science to fit the TIBCO user experience
Automatically connect your data science results to Spotfire with in-memory or in-source analyses
Configure Spotfire Data Science to connect to TERR for custom code within a visual workflow

Références

We take information from electronic medical records and other enterprise sources, including real-time data from the operating room, to determine whether patients are likely to get a surgical site infection. This allows us to modify and individualize the type of preventive care we're delivering, in real time.