Nice to Meet You
How I got started
Machine learning is easy
Six Simple Steps
Get data
Prep data
Pick model
Fit model
Validate model
Deploy
GridSearchCV
Pipelines
Informed machine learning is hard
Anscombe's Quartet
Machine Learning in color?
Follow the Yellow Brick Road
Boxplots
Histograms
Sploms
Jointplots
Radviz
Parallel Coordinates
Choosing the Right Estimator
Cluster Comparison
Classifier Comparison
Models: Families, Forms, Fitted
Classification Heatmap
ROC-AUC Plots
Prediction Error Plots
Residual Plots
Blind Gridsearch
Validation Curves
Visual Gridsearch
Yellowbrick
Visual Transformers
Cultivar