Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
Source: Image by Author 2.The data set contains two features Maths and Physics with marks of 6 students. 3.After we scale the data using standard scalar we will obtain the following values where the data is centered around the origin Source: Image by Author Quick note: To bring all the features on