Intro to ML and VA
From models to insights
John Alexis Guerra Gómez
🇨🇴@guerravis
🇺🇸@duto_guerra
http://johnguerra.co/viz/introToMLandVA
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The purpose of visualization is insight, not pictures
The purpose of data analytics is insight, not (just) models
What about insights?
Visual Analytics Applications
- Present information
- Discover insights
- Preprocess + Explore
- Open the black box
Present information
- Prediscovered insight
- General public
Discover insights
- For experts
- Navigate the data
Preprocess
- Understand new data
- Cleanup
Cleanup
Explore
Open the black box
MLExplore.js
- Interpret and interact with TSNE+Kmeans
What part of ML do you want to use?
