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, leader du Magic Quadrant 2019 sur les plateformes de data science et de machine learning
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Bénéfices

Simplifiez, collaborez et faites plus

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.

Trouvez les anomalies et agissez

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.

Industrialisez, pilotez, gérez et agissez en confiance

Bon nombre d’entreprises ont du mal à rendre leurs analyses opérationnelles. Lorsque les données partent à la dérive et que les modèles se dégradent, la possibilité de recycler, rafraîchir et déployer automatiquement de nouveaux modèles analytiques dans l’edge ou directement sur vos systèmes métier vous permet de bénéficier de résultats fiables, que vous comprenez et sur la base desquels vous pouvez agir.

Customer: University of Iowa Hospitals and Clinics

Alliez intelligence et action

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.

Accélérez aisément votre approche analytique

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.

Réagissez rapidement et correctement

Réagissez aux événements à la seconde près et assurez-vous que les bonnes personnes prennent les bonnes mesures au bon moment pour régler les problèmes rapidement. Utilisez les microservices pour le scoring sur les flux IoT ainsi que des applications serverless ayant une empreinte minime, basées sur la technologie open source.

Fonctionnalités

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 pour le 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.

Analyse en streaming

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.

Analyque dans l’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

Le déploiement de pipelines analytiques dans des environnements Kerberos, Ranger ou Sentry peut être difficile ; de nombreuses implémentations ne sont pas adaptées. Nos solutions d’analytique avancée sont indépendantes de la technologie sous-jacente et s’intègrent aux règles de sécurité des données au sein d’un framework contrôlable et gouvernable.

Collaboration

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.

Produits