Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
Determining the right number of principal components allowed us to reduce the dimensionality of the data effectively while retaining significant variance. Transforming and Interpreting Data Applying PCA: By transforming the data into principal components, we captured the essence of the dataset in