Hello, and thank you for reading my blog. In this comprehensive guide, I will share my knowledge and experience on one of the most essential and widely discussed topics in data science: PCA for Dimensionality Reduction and Visualization. What is Dimensionality reduction? Dimensionality reduction is a fundamental technique used to simplify complex datasets by…