Tableau Curriculum (30 Hours)
Module 1: Introduction to Tableau (2 hours)
- Topics Covered:
- Overview of Tableau
- Tableau Products and Versions
- Installing Tableau Desktop
- Tableau Interface and Navigation
Module 2: Connecting to Data (3 hours)
- Topics Covered:
- Data Sources Supported by Tableau
- Connecting to Different Data Sources
- Data Preparation and Cleaning
- Data Types and Roles in Tableau
Module 3: Basic Visualizations (3 hours)
- Topics Covered:
- Creating Basic Charts: Bar, Line, Pie, and Scatter
- Formatting and Customizing Visualizations
- Using Show Me Feature
- Working with Filters and Sorting
Module 4: Intermediate Visualizations (4 hours)
- Topics Covered:
- Creating Maps and Geographic Visualizations
- Dual-Axis and Combo Charts
- Creating Histograms and Bullet Charts
- Using Highlight Tables and Heat Maps
Module 5: Advanced Visualizations (4 hours)
- Topics Covered:
- Creating Advanced Chart Types: Waterfall, Pareto, and Gantt Charts
- Using Tableau Calculations: Calculated Fields, Table Calculations, and LOD Expressions
- Advanced Mapping Techniques
- Creating Animations and Motion Charts
Module 6: Dashboards and Stories (4 hours)
- Topics Covered:
- Building Effective Dashboards
- Using Dashboard Actions
- Designing Interactive Dashboards
- Creating and Publishing Stories
Module 7: Data Blending and Joins (3 hours)
- Topics Covered:
- Understanding Data Blending
- Using Joins in Tableau
- Managing Relationships Between Data Sources
- Combining Data from Multiple Sources
Module 8: Tableau Prep (3 hours)
- Topics Covered:
- Introduction to Tableau Prep
- Data Cleaning and Shaping with Tableau Prep
- Creating Data Flows
- Outputting Data for Tableau Desktop
Module 9: Tableau Server and Online (3 hours)
- Topics Covered:
- Publishing Workbooks to Tableau Server/Online
- Managing Permissions and User Access
- Using Tableau Server for Collaboration
- Scheduling Data Extracts and Refreshes
Module 10: Advanced Analytics (4 hours)
- Topics Covered:
- Trend Lines and Forecasting
- Clustering and Distribution Analysis
- Reference Lines and Bands
- Parameter Controls
Capstone Project 1: Sales Performance Dashboard (3 hours)
- Objective:
- Create a comprehensive sales performance dashboard using Tableau.
- Connect to multiple data sources and perform data blending.
- Implement advanced visualizations and interactive elements.
- Skills Applied:
- Data Connection and Preparation
- Advanced Visualizations
- Dashboard Design
- Data Blending
Capstone Project 2: Customer Segmentation Analysis (3 hours)
- Objective:
- Develop a customer segmentation analysis using Tableau.
- Use clustering techniques and advanced calculations.
- Create an interactive dashboard to present findings.
- Skills Applied:
- Advanced Analytics
- Calculations and Parameters
- Data Visualization
- Dashboard Interactivity