Master Production-Ready Machine Learning, Step by Step
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Start thinking more clearly and strategically about data visualization. Learn how to leverage best practices in visualization and design to communicate data to any audience.
Syllabus
Introduction
- Moving from analysis to visualization
- Humans are visual creatures
- Understanding visual perception
- Meeting communications challenges
- Focus using the KWYs
- Where to begin? Matrix heatmaps
- Where to go next? Distributions
- Scatterplot mania
- Bars, pies, and lines, why not?
- Benchmarking everything
- Quick and ugly is fine
- Using the right data
- The power of story
- Headlines bring focus
- Picking the right chart
- Simple tips and tools for using color in data visualization
- Tips for axes, labeling, and legends
- Setting scales in data visualization
- Some thoughts about tools
- Sketching and wireframing
- What about leave-behinds?
- Finding the missing link with visuals
- Rethinking some charts
- The power of simplification: Convincing your bosses
- Further resources
Taught by
Bill Shander