Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
the model to the data and transform it X_reduced = pca.fit_transform(X) # Now, X_reduced contains the data with reduced dimensions In this code snippet, we load the Iris dataset, create a PCA model with two components, fit the model to the data, and then transform the data into a lower-dimensional