AI | Machine Learning | Tech on Instagram: "UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique used to simplify complex, high-dimensional data—making it easier to visualize in just 2 or 3 dimensions. Imagine you have a dataset that is difficult to understand since there are many features (such as height, age, weight, etc.). UMAP projects this data for visualization, in a 2D or 3D plot for instance. UMAP works by maintaining key spatial features and hiera

PCA, t-SNE, and UMAP are key techniques in bioinformatics and machine learning that simplify complex biological data and reveal hidden patterns. These techniques are essential for AI and ML models, helping researchers extract insights, improve classification, and enhance predictive modeling in bioinformatics. To help researchers harness the power of AI & ML in bioinformatics, our program offers a perfect blend of theory and hands-on practice with real omics datasets! 🔥 𝐖𝐡𝐚𝐭 𝐲𝐨𝐮’𝐥𝐥 𝐥𝐞

t-SNE Map by Cyril Diagne, Nicolas Barradeau & Simon Doury - Experiments with Google