Machine Learning, Principal Component, Artificial Intelligence, Unsupervised Learning, Pca Analysis.
component accounts for a large percentage of the total variance, it means that we can learn a lot about the data by just looking at this single component. This is useful because it simplifies the data, reducing its dimensionality while still retaining its essential patterns. This first principal