Data Science, Python, Machine Learning, Dimensionality Reduction.
techniques are effective at capturing local structure, whereas PCA is better at retaining the global dataset structure. Considering this is an introductory article, I encourage you to look into newer dimensionality reduction techniques, such as PaCMAP or TriMAP [7]. I also suggest that you follow