Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
dataset with the determined optimal number of components, which is 11. This has transformed the dataset into a new space, reducing its dimensionality while retaining the most significant information. Outcome: Transformed Dataset: The original dataset, which had numerous features, is now represented