Tableau Desktop 10 Videos
These video links are Tableau official videos. Just for quick access I am posting here. If you want to download related material for that video, please visit Tableau Software official website. 
Getting Started
- Getting Started
 - The Tableau Interface
 - Distributing and Publishing
 
Connecting to Data
- Getting Started with Data
 - Managing Metadata
 - Managing Extracts
 - Data Prep with Text and Excel Files
 - Saving and Publishing Data Sources
 - Join Types with Union
 - Cross-database Joins
 - Data Blending
 - Additional Data Blending Topics
 - Connecting to Cubes
 
Visual Analytics
- Getting Started with Visual Analytics
 - Drill Down and Hierarchies
 - Sorting
 - Grouping
 - Additional Ways to Group
 - Creating Sets
 - Working with Sets
 - Ways to Filter
 - Using the Filter Shelf
 - Interactive Filters
 - Where Tableau Filters
 - Additional Filtering Topics
 - Parameters
 - Formatting
 - The Formatting Pane
 - Trend Lines
 - Reference Lines
 - Forecasting
 - Clustering
 - Analysis with Cubes and MDX
 
Dashboards and Stories
- Getting Started with Dashboards and Stories
 - Building a Dashboard
 - Dashboard Layouts and Formatting
 - Device Designer
 - Dashboard Interactivity Using Actions
 - Story Points
 
Mapping
- Getting Started with Mapping
 - Maps in Tableau
 - Editing Unrecognized Locations
 - Expanding Tableau's Mapping Capabilities
 - Custom Geocoding
 - Polygon Maps
 - Mapbox Integration
 - WMS: Web Mapping Services
 - Background Images
 
Calculations
- Getting Started with Calculations
 - Calculation Syntax
 - Introduction to LOD Expressions
 - Intro to Table Calculations
 - Modifying Table Calculations
 - Aggregate Calculations
 - Date Calculations
 - Logic Calculations
 - Number Calculations
 - String Calculations
 - Type Calculations
 - Conceptual Topics with LOD Expressions
 - Aggregation and Replication with LOD Expressions
 - Nested LOD Expressions
 - How to Integrate R and Tableau
 - Using R within Tableau
 
Why is Tableau Doing That?
- Understanding Pill Types
 - Aggregation, Granularity, and Ratio Calculations
 - When to Blend and When to Join
 - Fixing "Incorrect" Sorts
 - Filtering for Top Across Panes
 - Measure Names and Measure Values
 
How To
- Using a Parameter to Change Fields
 - Cleaning Data by Bulk Re-aliasing
 - Bollinger Bands
 - Bump Charts
 - Control Charts
 - Funnel Charts
 - Pareto Charts
 - Waterfall Charts
 

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