Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
model development and evaluation. Data Visualization: Reducing dimensions makes it easier to visualize data. In lower-dimensional spaces, you can create meaningful plots, identify clusters or patterns, and gain insights into your data. Noise Reduction: High-dimensional data often includes noise or