AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
solution to the challenges posed by high-dimensional datasets. As datasets grow in size and complexity, the number of features or dimensions often becomes unwieldy, leading to increased computational demands, potential overfitting, and diminished model interpretability. Dimensionality reduction