Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
matter. Visualization: High-dimensional data is hard to visualize. PCA enables us to reduce the dimensions to 2 or 3 principal components so that we can plot and visually inspect the data. Feature Extraction and Engineering: PCA can be seen as a feature extraction technique where new variables