TIBCO TIBCO Analytics and Data Science 1 — Questions and Answers
Question 1: Which TIBCO product is primarily used for visual data analytics and business intelligence dashboards?
- TIBCO Spotfire (Correct answer)
- TIBCO BusinessWorks
- TIBCO EMS
- TIBCO Nimbus
Correct answer: TIBCO Spotfire
TIBCO Spotfire is the flagship TIBCO analytics platform for creating interactive visual dashboards and business intelligence reports.
Question 2: In TIBCO Spotfire, what is a 'marking' used for?
- Highlighting and selecting subsets of data across visualizations (Correct answer)
- Adding color formatting to charts
- Defining calculated columns
- Scheduling data refresh jobs
Correct answer: Highlighting and selecting subsets of data across visualizations
Marking in Spotfire allows users to interactively select data points that are then highlighted across all linked visualizations simultaneously.
Question 3: What language does TIBCO Spotfire use for custom expressions and calculated columns?
- TIBCO Expression Language (TEL) (Correct answer)
- Python only
- SQL only
- JavaScript
Correct answer: TIBCO Expression Language (TEL)
TIBCO Spotfire uses its own TIBCO Expression Language (TEL) for calculated columns, filters, and custom expressions within the platform.
Question 4: Which TIBCO component allows data scientists to embed R or Python scripts inside a Spotfire analysis?
- TIBCO Spotfire Data Functions (Correct answer)
- TIBCO DataSynapse
- TIBCO Streaming
- TIBCO MDM
Correct answer: TIBCO Spotfire Data Functions
Spotfire Data Functions enable embedding and executing R or Python scripts directly within an analysis to extend analytical capabilities.
Question 5: What is the purpose of TIBCO Data Science (formerly TIBCO ModelOps)?
- Managing the deployment and monitoring of machine learning models in production (Correct answer)
- Designing ETL pipelines for data warehouses
- Building real-time event streaming topologies
- Creating API endpoints for TIBCO services
Correct answer: Managing the deployment and monitoring of machine learning models in production
TIBCO Data Science / ModelOps manages the full ML model lifecycle including deployment, versioning, and monitoring in production environments.
Question 6: In TIBCO Spotfire, what is a 'page' in the context of an analysis file?
- A tab within the analysis that contains a set of visualizations (Correct answer)
- A single data row in the imported dataset
- A scheduled report export
- A security role definition
Correct answer: A tab within the analysis that contains a set of visualizations
A page in Spotfire is a named tab within the analysis file that organizes and groups related visualizations together.
TIBCO TIBCO Analytics and Data Science 1
Which TIBCO product is primarily used for visual data analytics and business intelligence dashboards?