Doubt on the Flow of Videos

Sir,
I have just completed the data Processing and Visualization videos that contain the dataset usage and explanation of Normal Distributions.
I am a little confused now, should I first watch the review on linear algebra videos before heading for linear regression or are those for later topics as they are listed at the end of the section queue

Thanks in advance

Videos are in order. You can start with Linear Regression directly.