(0) Install Tableau Desktop
Topics: What is Tableau?, Installing & activating Tableau Public / Tableau Desktop
Read more details at Tableau (for Students) [EN]
(1) Visualization Basics
Topics: Visualization?, Picture Superiority Effect, Color?
Topics: Examples from Tableau Public Gallery I
(2) Getting Started with Data & Data Prep
Topics: Data connection, Table connection, Live vs. Extract connection, Getting started examples
Topics: Poorly formatted data, Tableau Data Interpreter, Pivoting & splitting data into appropriate formats
Q: Why does the date field show the year in Buddhist Era (B.E.) instead of Christian Era (A.D.) like in the clip?
A: Check File > Workbook Locale to see if it's set to English (United States) or Thai (Thailand)
(3) Tableau User Interface
Topics: Menus & Toolbars, Data Window, Shelfs & Cards, Legends
(4) Discrete & Continuous Data
Topics: Types of data, Pill Colors, Differences between Dimensions & Measures, Using Filtering, Maps, Dates
Topics: Dealing with Discrete & Continuous Data
Q: Why does dragging and dropping a Measure type data show SUM(...) instead of the field name?
A: Generally, Tableau chooses to display data aggregation of all data records with the same characteristics. So, if you want to display data for each separate item or use it as another dimension (to divide or group), you must choose appropriately, such as Dimension.
(5) Basic Charts
Topics: Bar Charts, Scatterplots, Line Graphs, Histogram, Heat Maps
Topics: Visualization Best Practices
(6) Dashboard & Story
Topics: Dashboard Setup, Adding Worksheets, Dashboard Filters, Stories
Topics: Examples from Tableau Public Gallery II
(7) Formatting Basics
Topics: Worksheet Formatting
Topics: Dashboard Formatting
(8) Calculated Field
Topics: Simple calculations, Time Between Dates calculation, Table Calculations, Examples of solving null values in data
(9) Introduction to Maps
Topics: Using Maps, Map Options, Dual Axis Maps, Using Map Services
Topics: Thailand Map
Q: Why can't I see the map of provinces in Thailand or states in the United States?
A: Check "Unknown (Geographic Locations)" at the bottom right corner of the map and change the Geographic Role in the dropdown menu of the data field to match with the country.
References
Tableau Academic Team : Tableau Desktop Training
Global Superstore.xlsx
Data Prep - Flights.xlsx
Sales Quotas.twbx
Thailand Population 2019.xlsx (modified from Wikipedia)
References
Tableau Academic Team : Tableau Desktop Training
Advanced Modules [AUR]
(10) Cumulative Histogram
(11) Control Charts
(12) Market Basket Analysis (application of affinity analysis techniques in retail)
(13) Pareto Chart
(14) Waterfall Chart
Extra Modules [AUR]
- Visual Perception and Design
- Visual Elements of Design
- Functional Art: Infographics
References
Tableau Academic Team : Tableau Desktop Training
Jeffrey Shaffer : Data Visualization
Michael Worthington: UI / UX Design Specialization
Alberto Cairo : The Functional Art, 2013