Tableau Curriculum
Module 1: Introduction to Tableau
- Understanding Data Visualization and its significance
- Introduction to Tableau: History and Key Features
- Installing Tableau Desktop and Connecting to Data Sources
- Exploring the Tableau Interface: Workspace, Shelves, and Cards
- Creating and Saving a Basic Visualization
Module 2: Data Connection and Transformation
- Importing Data from Excel, CSV, and Databases
- Connecting to Web Data Sources
- Merging and Blending Data from Multiple Sources
- Data Preparation Techniques: Cleaning and Formatting Data
- Introduction to Calculated Fields and Aggregations
Module 3: Basic Visualization Techniques
- Creating Bar Charts, Line Charts, and Pie Charts
- Working with Filters and Parameters
- Building Interactive Dashboards
- Utilizing Quick Table Calculations
- Applying Formatting and Customizing Visual Elements
Module 4: Advanced Visualization Techniques
- Geographic Mapping: Plotting Data on Maps
- Exploring Advanced Chart Types: Heat Maps, Treemaps, Box Plots, etc.
- Dual-Axis Charts and Combo Charts
- Storytelling with Data: Crafting Compelling Data Narratives
- Implementing Drill-Down and Hierarchical Visualizations
Module 5: Data Analytics with Tableau
- Introduction to Tableau Calculations: Table Calculations vs. Level of Detail (LOD) Expressions
- Exploring Trend Analysis and Forecasting
- Statistical Analysis using Tableau: Regression, Correlation, etc.
- Using Sets and Groups for Data Segmentation
- Visualizing Time Series Data and Seasonality
Module 6: Data Interactivity and User Experience
- Implementing Actions: Filter, Highlight, URL, and Parameter Actions
- Creating Interactive Filters and Dynamic Parameters
- Designing User-Friendly and Intuitive Dashboards
- Enhancing Exploration with Tooltips
- Incorporating Dashboard Best Practices and Design Principles
Module 7: Advanced Topics and Integration
- Working with Big Data: Introduction to Tableau Server and Tableau Online
- Integrating Tableau with R and Python for Advanced Analytics
- Using APIs for Automated Data Refresh and Dashboard Creation
- Real-time Data Streaming and Visualization
Module 8: Capstone Project
- Applying Learned Skills to Real-world Scenarios
- Creating End-to-End Interactive Dashboards
- Incorporating Data Transformation, Visualization, and User Interaction
- Presenting Capstone Projects to the Class
Module 9: Beyond the Basics
- Performance Optimization: Efficient Workbook Design and Querying
- Troubleshooting Common Issues and Error Messages
- Tips for Collaborative Work: Sharing Workbooks and Collaborative Editing
- Exploring Community Resources: Tableau Forums, Blogs, Learning Platforms
- Continual Learning: Staying Updated with New Tableau Features