t-SNE & UMAP for Visualization — Roadmap Step & Resources
Visualizing high-dimensional data in two or three dimensions
- Level: advanced
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- StatQuest: t-SNE, Clearly Explained (Video) — StatQuest's widely-loved explanation of t-SNE for dimensionality reduction visualization.
- UMAP Documentation (Article) — The official UMAP documentation, a modern alternative to t-SNE.
Part of
- Unsupervised Learning — section
- Machine Learning roadmap — the full learning path