Advanced Data Visualization
(data-visualize)/ISBN:978-1-61691-723-4
This course includes
Lessons
Hand-on Lab
Lessons
12+ Lessons | 130+ Exercises | 4+ Quizzes |
Hand on lab
3+ LiveLab | 00+ Minutes
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Here's what you will learn
Download Course OutlineLessons 1: Getting Started
Lessons 2: Telling Stories with Data
- 1.0 Competency One and Objectives
- Video: The Art of Data Visualization
- More Than Numbers
- What to Look For
- Design
- Wrapping Up
Lessons 3: Handling Data
- 2.0 Competency Two and Objectives
- Gather Data
- Formatting Data
- Wrapping Up
Lessons 4: Choosing Tools to Visualize Data
- Out-of-the-Box Visualization
- Programming
- Illustration
- Mapping
- Survey Your Options
- Wrapping Up
Lessons 5: Visualizing Patterns over Time
- 4.0 Competency Three and Objectives
- What to Look for over Time
- Discrete Points in Time
- Continuous Data
- Wrapping Up
Lessons 6: Visualizing Proportions
- What to Look for in Proportions
- Parts of a Whole
- Proportions over Time
- Wrapping Up
Lessons 7: Visualizing Relationships
- 6.0 Competency Four and Objectives
- What Relationships to Look For
- Correlation
- Distribution
- Comparison
- Wrapping Up
Lessons 8: Spotting Differences
- What to Look For
- Comparing across Multiple Variables
- Reducing Dimensions
- Searching for Outliers
- Wrapping Up
Lessons 9: Visualizing Spatial Relationships
- What to Look For
- Specific Locations
- Regions
- Over Space and Time
- Wrapping Up
Lessons 10: Designing with a Purpose
- 9.0 Competency Five and Objectives
- Prepare Yourself
- Prepare Your Readers
- Visual Cues
- Good Visualization
- Wrapping Up
Appendix
Lessons 12: Tutorials
Hands-on LAB Activities
Handling Data
- Scrape, format and present your data
- Clean and Format Data using Excel
- Changing Formats using Python