Embracing data science for smarter analytics apps
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This document discusses TIBCO's plans to embrace data science and make advanced analytics more accessible. It highlights TIBCO Enterprise Runtime for R (TERR), which allows embedding predictive analytics and the R programming language into TIBCO products like Spotfire for easier use by analysts, engineers and business users. TIBCO aims to help more users leverage data science through guided applications, visual tools, and integration of TERR and other analytics tools into a unified ecosystem.
Embracing data science for smarter analytics apps
- 1. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Embracing Data Science for Smarter Analytic Apps Tim Alexander, Sr. Product Marketing Manager Lou Bajuk-Yorgan, Sr. Director, Product Management
- 2. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. DISCLAIMER During the course of this presentation, TIBCO or its representatives may make forward-looking statements regarding future events, TIBCO’s future results or our future financial performance. Although we believe that the expectations reflected in the forward-looking statements contained in this presentation are reasonable, these expectations or any of the forward-looking statements could prove to be incorrect and actual results or financial performance could differ materially from those stated herein. TIBCO could experience factors that could cause actual results or financial performance to differ materially from those contained in any forward-looking statement made in connection with this presentation. TIBCO does not undertake to update any forward-looking statements that may be made from time to time or on its behalf. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. This document is provided for informational purposes only and its contents are subject to change without notice. TIBCO makes no warranties, express or implied, in or relating to this document or any information in it, including, without limitation, that the information is error-free or meets any conditions of merchantability or fitness for a particular purpose. This document may not be reproduced or transmitted in any form or by any means without our prior written permission. The material provided is for informational purposes only, and should not be relied on in making a purchasing decision. The information is not a commitment, promise or legal obligation to deliver any material, code, or functionality. The development, release, and timing of any features or functionality described for our products remains at our sole discretion.
- 3. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Multiple paths from Data to Decision and Action Smarter Analytics help deliver better decisions faster
- 4. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Scarcity of Data Science Skills Analytical complexity of task and capability of user Numberofusers General Population Analysts, Engineers, Scientists Data Scientists
- 5. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. All Users Business Analysts Data Scientists App Developers Sys Admins All Data Historical & Real-Time Internal & External Structured, Unstructured & Semi-Structured Predictive Analytics Ecosystem Leverage existing analytic investments in a unified framework Create guided analytic applications Rapid start with easy-to-use tools Native scripting in R TIBCO Enterprise Runtime for R® (TERRTM) Open Source R MATLAB® SAS® H2O Apache HadoopTM, SparkML TIBCO Spotfire S+®KNIME® Python
- 6. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Data Science Reimagined TodayS • Contextual, “one click” calculations make powerful methods easy to use: descriptive stats, similarity, clustering, correlations, fitting, forecast • Unique commercial engine for R language • Any statistic can be part of Spotfire visual aggregations or expression language • Data functions allow embedding IP in easy to use apps, governance & sharing • Easily share your Data Science work, so that others can take advantage of it
- 7. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. TIBCO Enterprise Runtime for R (TERR) • Unique, enterprise-grade statistics engine, architected from the ground up by TIBCO • Based on TIBCO’s long history and expertise with Spotfire S+® • Better performance and memory management than open source R • Designed for R language compatibility • Wide range of built-in analytic methods • Extensible through R community packages • Designed for commercial embeddability • TIBCO licensed & supported product • Not GPL, not a repackaging of the Open Source R engine • TERR extends the reach of R in the enterprise • Develop code in open source R • Deploy on a commercially-supported and robust platform • Without the delay and cost of rewriting your code • Embed in Data Discovery, BI and real time applications TM
- 8. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Embedded TERR in Spotfire® Write R code directly in Spotfire; TERR executes locally or on server Manage TERR analytics locally or in Server to reuse across community Deploy TERR-powered applications to the web
- 9. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Power of Embedded Advanced Analytics
- 10. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. TIBCO Spotfire® with H2O Integration Example: Predictive Analytics for Manufacturing (“scrap parts as early as possible”)
- 11. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. TIBCO Spotfire® with H2O Integration Example: Predictive Analytics for Manufacturing (“scrap parts as early as possible”)
- 12. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Streaming Analytics Visual | Powerful | Scaleable | Fast | Extensible
- 13. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. TIBCO StreamBase ® Connector for R and TERR Apply insights discovered in Spotfire in Streaming Analytics
- 14. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Insight Action MONITOR PREDICT ACT DECIDE MODEL ACCESS ANALYZE WRANGLE TIBCO® Insight Platform
- 15. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. Open Source Accelerators Intelligent Equipment Accelerator Accelerator for Apache SPARK Connected Vehicle Accelerator Learn Faster, Innovate Faster FX Dealing Accelerator Smart Inventory Accelerator
- 16. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. What we’ve been up to in TERR and Data Science 4.2 TERR Aggregations In Spotfire 4.14.0 Javascript Visualizations Apache SparkR Compatibility TRAN Repository https://community.tibco.com/wiki/whats-new-terrall details here: CRAN Compatibility CRAN Compatibility (97% CRAN loads) Import/Export SAS, Microsoft Excel®, SPSS… H2O Compatibility TERR, PMML in TIBCO StreamBase TERR on Mac Speed Python Integration
- 17. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information. 6-18 mo Big Data with Native R code CRAN Compatibility TERR, PFA Prediction in StreamBase Speed What’s next in TERR & TIBCO Data Science (not necessarily this order) TERR in TIBCO Spotfire® Cloud TERR in AWS New TERR Server, Containerization Proactive Predictions in Spotfire RMarkdown In RStudio PFA Models Model Deployment and Governance Big Data Ecosystems
- 18. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.