Chapter 1: Introduction to Tableau
- Lesson 1: What is Tableau?
- Lesson 2: History and Importance of Tableau
- Lesson 3: Installing Tableau (Public, Desktop, Server)
- Lesson 4: Overview of Tableau Products
- Lesson 5: Navigating the Tableau Interface
Chapter 2: Connecting to Data in Tableau
- Lesson 1: Data Sources Supported by Tableau
- Lesson 2: Connecting to Databases (Excel, SQL, CSV, etc.)
- Lesson 3: Understanding Live vs Extract Connections
- Lesson 4: Data Blending vs Data Joining
- Lesson 5: Refreshing and Updating Data Sources
Chapter 3: Working with Data in Tableau
- Lesson 1: Understanding Dimensions and Measures
- Lesson 2: Working with Data Types
- Lesson 3: Data Sorting, Filtering, and Grouping
- Lesson 4: Creating Hierarchies in Tableau
- Lesson 5: Using Sets and Bins
Chapter 4: Basic Visualizations in Tableau
- Lesson 1: Creating Bar Charts and Line Charts
- Lesson 2: Pie Charts and Area Charts
- Lesson 3: Using Heat Maps and Highlight Tables
- Lesson 4: Creating Basic Scatter Plots
- Lesson 5: Understanding the Show Me Panel
Chapter 5: Formatting and Customization
- Lesson 1: Customizing Colors, Fonts, and Themes
- Lesson 2: Formatting Numbers and Dates
- Lesson 3: Managing Labels and Tooltips
- Lesson 4: Using Annotations in Visualizations
- Lesson 5: Working with Layout Containers
Chapter 6: Calculated Fields and Basic Functions
- Lesson 1: Introduction to Calculated Fields
- Lesson 2: String Functions in Tableau
- Lesson 3: Mathematical Functions in Tableau
- Lesson 4: Logical Functions in Tableau
- Lesson 5: Using Table Calculations
Chapter 7: Sorting, Filtering, and Parameters
- Lesson 1: Sorting in Tableau
- Lesson 2: Filtering Data (Quick Filters and Context Filters)
- Lesson 3: Using Parameters in Tableau
- Lesson 4: Creating Dynamic Dashboards with Parameters
- Lesson 5: Filtering Across Multiple Data Sources
Chapter 8: Introduction to Dashboards and Stories
- Lesson 1: What is a Dashboard?
- Lesson 2: Adding and Arranging Sheets in Dashboards
- Lesson 3: Creating Interactive Dashboards
- Lesson 4: Understanding Actions in Dashboards
- Lesson 5: What are Tableau Stories?
Chapter 9: Basic Maps and Geospatial Analysis
- Lesson 1: Introduction to Tableau Maps
- Lesson 2: Creating Symbol and Filled Maps
- Lesson 3: Working with Geographic Roles
- Lesson 4: Adding Custom Regions and Background Maps
- Lesson 5: Using Map Layers
Chapter 10: Tableau Public and Tableau Server Basics
- Lesson 1: Publishing to Tableau Public
- Lesson 2: Sharing Dashboards Online
- Lesson 3: Introduction to Tableau Server
- Lesson 4: Managing Users and Permissions
- Lesson 5: Best Practices for Sharing Visualizations
Chapter 1: Advanced Data Connection and Preparation
- Lesson 1: Connecting to Multiple Data Sources
- Lesson 2: Working with APIs in Tableau
- Lesson 3: Advanced Data Blending Techniques
- Lesson 4: Extract Optimization and Performance Tuning
- Lesson 5: Using Tableau Prep for Data Cleaning
Chapter 2: Advanced Calculated Fields and Table Calculations
- Lesson 1: Understanding Level of Detail (LOD) Expressions
- Lesson 2: Using Fixed, Include, and Exclude in LODs
- Lesson 3: Advanced Table Calculations
- Lesson 4: Writing Custom Calculations in Tableau
- Lesson 5: Nested Calculations and Advanced Filters
Chapter 3: Advanced Visualization Techniques
- Lesson 1: Creating Dual-Axis and Combination Charts
- Lesson 2: Bullet Graphs and Box Plots
- Lesson 3: Waterfall and Gantt Charts
- Lesson 4: Advanced Heat Maps and Tree Maps
- Lesson 5: Creating Custom Visualizations
Chapter 4: Advanced Geospatial Analytics
- Lesson 1: Spatial Data Types and Custom Geospatial Data
- Lesson 2: Integrating GIS Data in Tableau
- Lesson 3: Creating Density Maps and Path Maps
- Lesson 4: Using Map Layers with Multiple Data Sources
- Lesson 5: Geospatial Calculations in Tableau
Chapter 5: Performance Optimization in Tableau
- Lesson 1: Optimizing Extracts and Queries
- Lesson 2: Reducing Dashboard Load Time
- Lesson 3: Understanding Tableau Performance Recorder
- Lesson 4: Best Practices for Large Datasets
- Lesson 5: Using Indexing and Aggregation
Chapter 6: Advanced Dashboarding Techniques
- Lesson 1: Designing Interactive Dashboards
- Lesson 2: Using Actions for Dynamic Filtering
- Lesson 3: Implementing Storytelling with Data
- Lesson 4: Best Practices for Dashboard Layouts
- Lesson 5: Embedding Dashboards in Web Applications
Chapter 7: Tableau Server Administration
- Lesson 1: Installing and Configuring Tableau Server
- Lesson 2: Managing User Roles and Permissions
- Lesson 3: Scheduling Extract Refreshes
- Lesson 4: Monitoring Server Performance
- Lesson 5: Securing Data in Tableau Server
Chapter 8: Working with Tableau Extensions and APIs
- Lesson 1: Introduction to Tableau Extensions
- Lesson 2: Using Tableau JavaScript API
- Lesson 3: Integrating Python (TabPy) and R in Tableau
- Lesson 4: Writing Custom Scripts for Automation
- Lesson 5: Embedding Tableau Dashboards in Applications
Chapter 9: Machine Learning and AI with Tableau
- Lesson 1: Integrating Tableau with Python and R
- Lesson 2: Predictive Analytics in Tableau
- Lesson 3: Using Clustering and Forecasting Models
- Lesson 4: Leveraging AI for Data Insights
- Lesson 5: Automating Machine Learning Pipelines in Tableau
Chapter 10: Industry Use Cases and Real-World Projects
- Lesson 1: Tableau in Finance (Risk Analysis, Stock Market Trends)
- Lesson 2: Tableau in Healthcare (Patient Data Analysis)
- Lesson 3: Tableau in Marketing (Customer Segmentation)
- Lesson 4: Tableau in Retail (Sales and Inventory Analysis)
- Lesson 5: Tableau in IoT and Big Data
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