Machine Learning, Data Science, Data Scientist, Mlops, Algorithms.
of breast masses. The features are attributes of the cell nuclei that are visible in the picture. 2. Apply PCA: We initialize PCA with n_components=2, indicating our intention to reduce the dataset to two dimensions. This choice is often made for visualization purposes or as a pre-processing step