High-dimensional data

Dimensionality reduction

• Principal Component Analysis Explained Visually
• Visualizing MNIST: An Exploration of Dimensionality Reduction
• Ali Ghodsi: Dimensionality Reduction: A Short Tutorial
• Elior Cohen: Reducing Dimensionality from Dimensionality Reduction Techniques
• The Beginner's Guide to Dimensionality Reduction by Matthew Conlen and Fred Hohman

t-SNE

• Visualizing Data using t-SNE (the original paper)
• How to Use t-SNE Effectively
• An illustrated introduction to the t-SNE algorithm