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 獲評為 2019 年資料科學與機器學習平台魔力象限 (Magic Quadrant) 的領導品牌。
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效益

簡化、合作、多做

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.

找出異常並採取行動

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.

操作、監控、管理和信任

不少公司費力操作分析。隨著數據飄移和模式衰退，能在邊緣裝置上或直接在企業系統內重新訓練、更新和自動部署新分析模式，就能理解採用可靠的結果。

Customer: University of Iowa Hospitals and Clinics

智慧銜接行動

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.

輕鬆加速分析

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.

迅速做出正確反應

瞬間因應事件，確保合適人員在正確時間採取正確行動，迅速糾正問題。採用微服務進行邊緣評分，以及基於開源技術、佔用空間小的現代無伺服器應用程式

功能

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.

大數據機器學習

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.

數據流分析

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.

邊緣分析

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

針對Kerberos，Ranger和Sentry等框架部署分析和數據管道解決方案可能具有挑戰性；不少開源實作無法匹配。我們的進階分析解決方案獨立於根本技術，並且能在可管理、可稽核的架構內整合現有數據安全策略。

團隊合作

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.