Machine Learning: Unable to trace topics

The chapters in machine learnings are not tagged properly. Many of them are in 1-2 hrs videos & having a lot of things in a single video, which I am unable to trace.
For example, I need to know which topic covers PCA in machine learning.

I had replied to your mail, you will find PCA under Dimensionality Reduction.