TIBCO Analytics Meetups (TAM) are on-line usergroup meetings hosted by TIBCO CAO Michael O'Connell. Analytics and Data Science experts share their TIBCO Spotfire® knowledge and Tips&Tricks with you. If you register for the TIBCO Spotfire Online Usergroup you will receive an email update when the next TAM is scheduled and open for registration!
Click here if you were looking for a list of physical Spotfire Meetups or User Groups
Next Event: tbc ~ September 2017
You can sign-up via the TIBCO Spotfire Online User group - and will be directed to the TIBCO registration page
Past Event: 27 June 2017
XG Boost Demo
By Venkata Jagannath
An XGBoost (Extreme Gradient Boosting) is an ensemble model that aggregates several trees to provide a more generalizable Machine Learning model. This presentation covers XGBoost, the business problems it can solve and a demo using the Spotfire XGBoost template which is now available for you on the TIBCO Community Exchange.
Beautiful Dashboards
By Chia-Yui Lee and Minerva Dutta
Do you know that you can configure the look and feel of your Spotfire dashboards using Visual Themes? This presentation will show you how to build beautiful dashboards
Link to pdf version of slides used for the entire TIBCO Analytics Meetup June 27, 2017 - including TIBCO Statistica Acquisition and TIBCO Community update
Link to recording of complete TIBCO Analytics Meetup June 27th, 2017
Past Event: 25 April 2017
Anomaly Detection - Autoencoders in Spotfire
By David Katz
A presentation and demo of a template which is now available for you on the TIBCO Community Exchange. Anomaly detection is a way of detecting abnormal behavior. This template uses an autoencoder machine learning model to specify expected behavior and then monitors new data to match and highlight unexpected behavior
Geo-Analytics Demo and Community content
By Peter Shaw
Peter Shaw will show some interactive examples that demonstrate filled color contour layers in Spotfire map visualizations. One shows the spatial density of points, another shows interpolated values. He will introduce some great new content available on the TIBCO Community specific to geo-analytics.
Link to pdf version of slides used for the entire TIBCO Analytics Meetup April 25, 2017 - including Introduction to AI and Machine learning and TIBCO Community update
Link to recording of complete TIBCO Analytics Meetup April 25, 2017
Past Event: 28 February 2017
Spotfire Data Wrangling and TERR aggregation
by Michael O'Connell and Peter Shaw
Michael will provide the context of in-line data wrangling capabilities development in Spotfire and then Peter will demo TERR Aggregation - a new capability released with Spotfire version 7.7. You will see a use-case example of Net Present Value analysis.
Link to video on Data Wrangling by Michael O'Connell and TERR aggregation demo by Peter Shaw
Spotfire and Natural Language Generation
by Andrew Berridge
Andrew will demo of the Integration between TIBCO Spotfire and Automated Insights's Natural Language Generation Software Wordsmith. The basics of Natural Language Generation and some examples of the integration will be covered.
Link to recording of complete TIBCO Analytics Meetup February 28, 2017 - inluding TIBCO Community update on Spotfire APIs
Past Event: 1 December 2016
Machine learning put into practice with Spotfire
by Ana Costa e Silva
You will be guided through the tasks of adhoc data discovery, supervised model creation, unsupervised model creation, and model deployment in batch or in real-time. We will be using a TIBCO Spotfire Template which is freely available for download on the TIBCO Community Exchange. We will demo the use-case "fighting fraud and financial crime", but the template can be adapted to several others, such as customer relations and remote equipment monitoring.
API Overview, Alert Monitoring in Spotfire Automation Services
by Andrew Berridge
We will show you how to configure conditional alerts in TIBCO Spotfire and how to alert your end users when data changes or when there is an exception. Send highly relevant, personalised alert messages so your users can act on their data right now! We will also share a brief update on developing extensions for use in Spotfire.
Link to video recording of the full TIBCO Analytics Meetup of Dec 1st - including welcome by Michael O'Connell and Community Update by Heleen Snelting
Past Event: 6 October 2016
Spotfire to Streambase Barebones: Insight to Action in minutes
by Vishakha Mujoo
A demo that will show you how to build a simple configuration that creates a model in Spotfire based on historic data and then deploys this model to Streambase for scoring against real time data points.
Merging geospatial location data with polygons: leveraging shapefiles in your analysis
by Peter Shaw
Geographic information is often available both as locations of specific points as well as geographic regions defined by shapefile polygons. Matching each point to its enclosing polygon allows these data sources to be merged, allowing further analysis and increasing overall value.
Our TIBCO Community Component Exchange includes a number of freely-downloadable tools for geospatial analysis; one of these lets you rapidly match point locations to their enclosing shapefile polygons from Spotfire.
We will demonstrate how to download and use this component from the TIBCO Community and show it in action.
Past Event: 12 April 2016
Deriving Value from Big Data
by Ana Costa e Silva
Use Spotfire and TIBCO® Enterprise Runtime for R to maximize your big data investment. Learn strategies for adapting to your data structure and size. Focus on your business instead of the nuts and bolts.
Tips & Tricks for Geospatial Analytics
by Ian Cook
User-friendly, map-based data visualizations paired with statistical techniques and geoanalytics web services have delivered a breakthrough in logistical planning for manufacturers, distributors, and retailers. Learn how to build maps and apps.
From Data to Beautiful Dashboards
by Eszter Tabacs
Best practices for creating customized, beautiful, and effective dashboards.
Sales Forecasting and What-If Analysis
by Difei Luo and Ujval Kamath
Demo of sales forecasting based on time-series modeling and an interactive way of performing what-if analysis.
Past Event: 12 November 2015
Watch Sections from the TAAM Recording on Various Topics that were Covered:
Intro to Data Analysis Pipeline & Processes
by Michael O'Connell
Build & Configure Spotfire Dashboards
by Catalina Herrera
Spotfire Data Functions Using TIBCO® Enterprise Runtime for R
by Peter Shaw
Predicting Customer Churn and Lifetime Value with Spotfire
by Anna Nowakowska & Peter Shaw
Spotfire APIs, IronPython & Product Updates
by Andrew Berridge
Spotfire Map Charts & Advanced GeoAnalytics
by Mathew Lee
Past Event: 25 June 2015
The Agenda included
- An Introduction to Data Science Processes: data sources, analytics and guided self-service analytics
- Advanced Analytics Applications: Industry, Fast Data and Big Data / Hadoop Applications
- Software Demonstrations of Advanced, GeoLocation, reliability and sensor analytics,
- Software Tips & Tricks with Spotfire templates, data functions, expression functions, TIBCO® Enterprise Runtime for R or R and Iron Python scripts
Watch Sections from the TAAM Recording on Various Topics that were Covered:
What is Data Science?
by Michael O'Connell
Using data for Data Science?
by Michael O'Connell
What types of analytics can you do with Spotfire?
by Michael O'Connell
Quick overview of the Spotfire platform
by Michael O'Connell
What is TIBCO Enterprise Runtime for R
by Michael O'Connell
How to use Expressions and R in Spotfire
by Jagrata Minardi
How to build interactive maps for analysis
by Ian Cook
Using Spotfire models for real-time event processing
by Ujval Kamath
How to use the Spotfire API
by Andrew Berridge
Wrap up to TIBCO Advanced Analytics Meetup June 2015
by Michael O'Connell
Download Demo Examples from TIBCO Access Point
These are examples of Spotfire® analysis templates, data functions, in-line expression scripts and expression functions including row correlations, embedded graphics using the RinR library, geolocation analytics and customer analytics. An Iron Python example for database writeback is also included. These examples were covered in the TIBCO® Advanced Analytics Meetup in June 2015.
Attachments
| Attachment | Size |
|---|---|
 taam_jun_2015.zip | 540.47 KB |
 tibco_analytics_meetup_december_1_2016_-_dist.pdf | 11.82 MB |
| tibco_analytics_meetup_february_28th_2017_distribution.pdf | 15.49 MB |
| tam_april_25th_2017_distribution.pdf | 13.85 MB |
| tibco_analytics_meetup_-_june_27th_2017_distribution_.pdf | 32.09 MB |