AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
techniques provide a remedy by capturing the essential information within the data while discarding redundant or less informative features. This process not only streamlines computational tasks but also aids in visualizing data trends, mitigating the risk of the curse of dimensionality, and