Data Science and Streaming

Accelerate innovation and achieve a competitive advantage with data science and streaming analytics. Algorithms are only one piece of the advanced analytics puzzle. Being able to access, prepare, visualize, model, deploy, score, monitor, and retrain models within a fully auditable and governable framework is the end-to-end analytics lifecycle that is paramount to success. To outpace the competition, your organization needs to evaluate high-volume, streaming data directly within your business systems and at the edge.

TIBCO, líder en el Cuadrante mágico 2019 de Plataformas de ciencia de datos y aprendizaje automático
Aprende más

Ventajas

Simplifique, colabore y llegue más lejos

Big data technologies are complex. Simplifying the end-to-end analytics lifecycle within big data ecosystems like Spark and Hadoop allows you to use data science techniques at scale. Collaborating across data science, line of business, and IT teams on big data and other advanced analytics projects increases efficiency and productivity for the entire organization.

Detecte valores atípicos y tome medidas al respecto

Analyzing high-volume streaming data at the edge and directly within business systems allows you to find anomalies, make decisions, and take action at point of impact. With ever-increasing volumes of data, being able to analyze, filter, summarize, and gain insight in real time reduces the need to move and store every bit of data collected.

Operacionalizar, monitorizar, gestionar y confiar

Muchas organizaciones tienen dificultades para operacionalizar los análisis. A medida que los datos se amontonan y los modelos se deterioran, la capacidad de readaptar, refrescar y desplegar automáticamente nuevos modelos de análisis en el edge o directamente en los sistemas de negocio le permite entender los resultados fiables y reaccionar ante ellos.

Customer: University of Iowa Hospitals and Clinics

Conecte la inteligencia a la acción

With full visibility into all data anywhere, your organization can make the best decisions based on real-time, actionable insights and intelligence with our advanced analytics. Improve business outcomes by infusing advanced analytics into the business and automating decisions. Learn more, refine, and build intelligence with a closed-loop solution featuring built-in, continuous feedback.

Acelere los análisis fácilmente

Accelerators are reusable business application templates designed to solve specific business problems. From oil & gas drilling and connected vehicles to real-time inventory and risk management, our analytic accelerators solve your challenging problems. They include extensible and re-usable design patterns and reference architectures that are fully documented and freely available on the TIBCO Community.

Responda de forma rápida y correcta

Responda a los eventos en menos de un segundo y asegúrese de que las personas adecuadas tomen las medidas oportunas en el momento correcto para resolver los problemas rápidamente. Utilice microservicios para edge scoring y aplicaciones modernas sin servidor con poco impacto, basadas en tecnologías open source

Capacidades

Predictive models

Easily create and deploy predictive models that combine data prep, business rules, and machine learning. Give data scientists templates that can be easily deployed with industry-leading model management, monitoring, and governance to deliver actionable insights.

Machine Learning para Big Data

Automate analytical models with algorithms that iteratively learn from data and optimize performance. With available machine learning algorithms for big data, you can find new patterns and insights without explicitly programming them where to look.

Streaming Analytics

Automate action with advanced analytics and predictive models on live data. Use a visual development environment to quickly build and deploy streaming applications to enable systems to score data, send alerts, and quickly take action that is timely and contextual.

Análisis edge

Build analytics as a service and deploy microservices to analyze and score data at the edge. Reduce data bottlenecks and bring analytics to the data.

Security, governance & auditability

El despliegue de soluciones de análisis y pipelines de datos frente a Kerberos, Ranger y Sentry puede suponer un reto; muchas implementaciones de código abierto no son adecuadas. Nuestras soluciones de análisis avanzados son agnósticas a la tecnología subyacente y se integran con las políticas de seguridad de datos existentes dentro de un framework auditable y controlable.

Colaboración en equipo

Deploying analytic pipelines against Kerberos, Ranger, and Sentry can be challenging; many open-source implementations aren’t suited. Our advanced analytics is technology agnostic and integrates with your data security policies within a governable auditable framework.

Productos Relacionados