Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
dimensionality of this dataset presents several challenges. To begin, we’ll confirm the level of correlation within the data by employing Singular Value Decomposition (SVD) and examining the variance captured by the first few modes. To follow along, fire up a Jupyter notebook and proceed with the