Welcome
WHAT IS SPOTFIRE® DATA SCIENCE - TEAM STUDIO?
Spotfire Data Science is a unified platform that combines the capabilities of Spotfire Statistica®, Spotfire Data Science -Team Studio, Spotfire® Statistics Services, and Spotfire® Enterprise Runtime for R (TERR). Spotfire Data Science allows expanding data science deployments across the organization by providing flexible authoring and deployment capabilities.
This Enablement Hub focuses on Spotfire Data Science -Team Studio.
Spotfire Data Science - Team Studio enables data scientists to create innovative solutions using the latest machine-learning techniques and open-source developments. Create ML pipelines using a point-and-click UI or code. Orchestrate analytics using the tools, languages, and frameworks of your choice. Then deploy, manage, and govern models across core and distributed data environments to deliver insights you can trust and act on with confidence.
The Team Studio Enablement Hub is designed to get you skilled quickly and easily in Team Studio, no matter your level of experience.
Quickstart
These videos are designed for users with 0 hours of experience with Team Studio. Learning by doing is the best way to retain knowledge.
Introduction to Spotfire Data Science Team Studio (5:07)
Getting Started with Spotfire Data Science Team Studio (7:12)
Users and Permissions (3:40)
Getting Started with Workflows (5:14)
Available Workflow Options (3:27)
After viewing this content, we invite you to download the tutorial attached at the end of this page, follow along with a data science workflow that walks you through an end-to-end exercise, from preparing your data to be modeled to scoring that model on an automatic schedule.
Fundamentals
These videos are designed to be task-specific, so watch the videos that pertain to your needs.
Data Understanding & preparation |
Explore & Analyze
|
Model and Predict |
DevOps/ML Engineer
|
Team Studio and Spotfire
|
Extending Capabilities
|
Click here to access some additional videos available for users of Spotfire Data Science Team Studio v6.6, this type of workflow is also available from v7.0.
Active User
Data Science is a continually evolving field! Keep adding to your skills as there is always something new to learn.
Workshops
Additional Resources
- Spotfire Data Science YouTube channel
- Online Documentation
- What's new in Spotfire Data Science - Team Studio
- Spotfire Community Glossary of Data Science Terms
- Spotfire® Data Science - Team Studio: Tricks of the Trade
- Spotfire Data Science - Team Studio Frequently Asked Questions
- Spotfire Data Science in the news:
- The Burden of Parking Tickets in San Francisco
- Tracking Disease Outbreaks with Big Data (Datanami)
- How Data Science and Rocket Science Will Get Humans to Mars
Vertical Playbooks
Vertical Playbooks are collections of workflow templates, operators, and sample data that address specific, common use cases. Use these to provide ideas for the workflows you will be creating.
- A/B Testing On Click Through Rates
- Airline Delay Prediction
- Assembly Line Failure Detection
- Credit Default Risk
- Customer Churn
- Customer Targeting and Spatial Analysis
- Data Quality Management and Anomaly Detection
- Healthcare Fraud, Waste, and Abuse
- Hospital Readmission
- Institutional Holdings Analysis
- Network Intrusion Detection
- Stress-Test Financial Modeling
- Unplanned Maintenance
tutorial_playbook-_exercise_instructions_with_eda-updated.pdf
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