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

Here's what you will learn

Download Course Outline

Lessons 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