Pros and cons of dimensionality reduction

Dimensionality & High Dimensional Data: Definition, Examples, Curse of

Unified Dimensionality Reduction: Formulation, Solution and Beyond

Algorithms for dimensionality reduction

Introduction to Dimensionality Reduction: Importance and Techniques

Randomized Dimensionality Reduction in Machine Learning

Complete Tutorial of PCA in Python Sklearn with Example - MLK - Machine Learning Knowledge

PCA Using Python: A Tutorial | Built In

What is Principal Component Analysis (PCA) in ML?