The Complete Tableau Bootcamp for Aspiring Data Scientists
What will be covered
How to approach this course
Tableau Introduction
Different Tableau Products
Software Installation
Software Walkthrough (Tableau Desktop Public Edition)
Download files from Tableau Public
Section Introduction
Software Installation
Software Walkthrough (Tableau Desktop)
Create Live And Extract Connection
Live Vs Extract Connection Type
Tableau Reader, twbx Vs twb files
Dimensions and Measures
Update Data Types
Discrete and Continuous fields
Aggregation and Granularity
Discrete date parts & Continuous date values
Calculated fields
Logical Expressions
Ratio Calculations
Bar Chart & Stacked Bar Chart
Line Chart
Hands-On Exercise
Solution
Sorting - Computed & Manual
Filters - Dimension & Measure
Reference Line & Trend Line
Scatter Plot
Hierarchies
Cross Tabs & Highlight table
Heat Maps
Symbol Maps
Filled Maps
Context Filters
Histograms
Pie Charts
TreeMaps, WordCloud, PackedBubbles
Viz in Tooltip
Dual Axis Charts
Lollipop Chart
Add Custom Shapes
Animations
Show Me
Date Filters
Groups & Visual Groups
Sets
Parameters
Hands-On Exercises (Profit Analysis)
Solutions (Profit Analysis)
Hands-On Exercises (Sales Analysis)
Solutions (Sales Analysis)
Dashboard Introduction
Create Profit Analysis Dashboard
Add Actions for Interactivity
8. Create Sales Analysis Dashboard
9. Hands-On Exercise (Add Actions)
Solution (Add Actions)
Use Dashboard Objects (Navigation & Download)
Create Course Comparison Dashboard (Embed YouTube URL in Dashboard)
Creating a Tableau Story
Formatting a Story
Create Custom Dates
Table Calculations - Problem Statement
Table Calculations - Concepts
Table Calculations - Scope and Direction
Table Calculations - Rank Calculation
Table Calculations - Percent Total
Level of Details (LOD) Introduction
Fixed - Level of Detail
Fixed LOD - Cohort Analysis
Include - Level of Detail
Exclude - Level of Detail
Exclude LOD - Another Example
Hands-On Exercise
Solution
Data Model
Understand Joins
Use Relationships Instead of Joins
Cross Database Joins
Relationships with Calculations
Data Blending
Use Relationships Instead of Blend
Summarize Relationships, Joins, Blends
Understand Unions