Writing / Computer Science
Decision Trees
A visual introduction to decision trees, entropy and information gain.
decision treesentropymachine learning
M(
A CREATIVE TEAM
MLU-Explain (Amazon)
Computer Science
Amazon Machine Learning University visual essays on core ML concepts.
mlu-explain.github.ioDiscovered through Explainer Tools. Explainer Tools ↗
The work, all in one place.
4 selected projects, with credit and a path to the original.
Writing / Computer Science
Bias Variance Tradeoff
Learn the tradeoff between under- and over-fitting models.
bias-variancemachine learning
Writing / Computer Science
Double Descent
A visual introduction to the double descent phenomenon in modern machine learning.
double descentdeep learning
Writing / Computer Science
ROC and AUC
A visual explanation of ROC curves and AUC.
classificationevaluation metrics
The story along the way.
Original publication and update records, plus explicitly labeled repository milestones.
The work is here. The history is still growing.
No sourced dates are available for this selection yet. Collection dates do not become launch dates.
About this creative practice
Amazon Machine Learning University visual essays on core ML concepts.
Ideas and tools in the work
decision treesentropymachine learningbias-variancedouble descentdeep learningclassificationevaluation metrics
Explore the body of work
This selection connects 4 projects across writing. Follow the project links for the original experience; use the build log for dated context where evidence is available.
Follow the sources
Compiled from public catalog attributions and linked original sources. Descriptions are editorial summaries, not statements made by the creator. This profile has not been claimed or endorsed.
Catalog sources gathered October 23, 2026. Primary-source access varies, particularly on social platforms. This is a selected portfolio, not a lifetime total. Images remain credited to their original creators.
A few more curious minds
Back to the index
NC
Nicky Case
Games for curious mindsInteractive stories, playful explanations, and little tools that make big ideas feel human.
GamesInteractive
From Explainer ToolsMA
Maggie Appleton
Ideas, illustratedVisual essays and a growing digital garden about programming, design, and anthropology.
WritingProducts
AP
Amit Patel
Algorithms you can touchInteractive explanations of maps, pathfinding, and the math behind game development at Red Blob Games.
InteractiveGames
From Explainer Tools