Data Science with R, Python, and TIBCO Spotfire
Presenters: Michael O'Connell, CAO TIBCO Software Inc and Troy Ruths, CEO & Founder Ruths.ai
Big Data does not convert data into actionable information. Big Data does not create value. But Data Science does, and it does not have to be complex or expensive, or even big.
This presentation is a journey from smart data discovery and visual analytics, to rules-based systems, machine learning models and embedded applications. The case studies include code and configurations from a number of tools and languages; R and Python are highlighted. We also feature TIBCO products i.e. TIBCO Spotfire for data discovery and visual analytics, TIBCO Statistica for data science and machine learning, and TIBCO StreamBase for development and deployment into real-time infrastructure.
The TIBCO products are open-source friendly—both re. scripting and R/Python code lifecycle management. TIBCO has developed its own commercial R engine—TIBCO Enterprise Runtime for R (TERR—that is installed automatically in TIBCO product distributions. Note that TIBCO owns the S language and the S-PLUS software product; and a team of engineers who have made this possible.
We illustrate with several case studies primarily from engineering applications including oil & gas upstream, smart manufacturing and transportation/logistics. We feature content from exchange.ai and the TIBCO Community, that you can download and continue your journey.