Data Science, Python, Machine Learning, Dimensionality Reduction.
we explored various dimensionality reduction techniques, by utilizing standard Python libraries, as well as the Palmer Penguins dataset. We have observed that t-SNE and UMAP have separated the Penguin species more successfully, hence making them suitable for data visualization. In general, those