Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
unnecessary columns. Scaling the Data: Discuss why scaling is important, especially for PCA, and apply appropriate scaling to the dataset. Determining Optimal Number of PCA Components: Use methods such as the scree plot to identify the right number of components to retain. Applying PCA: Perform PCA