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Course Outline
1. Introduction to Advanced Spotfire Analyst
- Course objectives and agenda
- Overview of Spotfire architecture
- Comparison between Spotfire Analyst and the Spotfire Web Client
- Best practices for advanced data analysis for government operations
2. Spotfire Server and Environment Overview
- Key components of the Spotfire platform
- Connecting to the Spotfire Server infrastructure
- Authentication protocols and user role definitions
- Managing preferences and user settings
3. Navigating the Spotfire Web Client
- Utilizing the Web Player interface
- Opening and distributing analyses within secure environments
- Implementing bookmarks and filters for data navigation
- Managing personal and shared content repositories
4. Managing Libraries and Information Assets
- Library structure and organizational standards
- Publishing analyses to designated library spaces
- Version control and information asset management
- Administering permissions and access rights for government data protection
5. Collaboration and Secure Content Sharing
- Distributing analyses across organizational teams
- Configuring user roles and access controls
- Facilitating collaborative workflows
- Establishing best practices for secure data sharing for government compliance
6. Creating Information Links and Accessing Enterprise Data
- Concepts underlying Information Designer
- Creating Information Links for data integration
- Establishing connections to relational databases
- Integrating multiple data sources
- Optimizing data retrieval performance
7. Advanced Data Preparation
- Data transformation and cleaning procedures
- Data wrangling techniques
- Managing calculated columns
- Pivoting and unpivoting datasets
- Combining and joining multiple data tables
8. Advanced Visualizations
- Designing advanced charts and dashboards
- Utilizing map charts and geographic analysis tools
- Generating scatter plots, box plots, and heat maps
- Constructing hierarchical visualizations
- Implementing interactive filtering and drill-down analysis
- Adhering to visualization design best practices for government reporting
9. Advanced Analysis Using Expressions
- Defining calculated values and custom expressions
- Utilizing OVER functions
- Constructing nested expressions
- Developing custom calculations
- Implementing dynamic measures
- Optimizing expression performance
10. Creating Interactive Dashboards
- Configuring Property Controls
- Setting input controls and parameters
- Implementing dynamic filtering mechanisms
- Utilizing document properties
- Facilitating user-driven dashboard interactions
11. Integrating Statistical Engines
- Introduction to data functions
- Integrating R with the Spotfire environment
- Executing R scripts
- Leveraging TERR for statistical analysis
- Automating statistical workflows for government analytical requirements
12. Data Relationships and Predictive Analytics
- Analyzing relationships between datasets
- Conducting correlation and regression analysis
- Understanding predictive modeling concepts
- Developing predictive workflows
- Evaluating model performance metrics
13. Multivariate Data Analysis
- Exploring multidimensional datasets
- Applying clustering techniques
- Implementing Principal Component Analysis (PCA)
- Identifying analytical patterns
- Detecting data outliers
14. Performance Optimization and Troubleshooting
- Enhancing dashboard performance
- Optimizing data loading efficiency
- Managing large-scale datasets
- Troubleshooting common Spotfire issues
- Adopting best practices for maintaining analyses for government system reliability
15. Best Practices and Real-World Applications
- Dashboards design guidelines for public sector use
- Common implementation scenarios in government contexts
- Governance and security recommendations for government standards
- Case studies and practical examples
16. Summary and Hands-on Workshop
- Review of key concepts
- End-to-end practical exercise
- Questions and answers
- Additional learning resources and next steps
Requirements
- Demonstrated prior proficiency in utilizing Spotfire analytics tools.
Audience
- This resource is designed for business analysts requiring solutions tailored for government operations.
14 Hours
Testimonials (2)
Professional and very practical, usuefull in a daily work
Jozefin Rekasi - SC Automobile Dacia SA
Course - Advanced Data Analysis with TIBCO Spotfire
I liked Pablo's style, the fact that he covered a lot of subjects from report design , customization with html to implementing simple ML algortithms. Good balance theoretical information / exercices. Pablo really covered all topics i was interested in and gave comprehensive answers to my questions.
