Is Dr. Steve Brunton's Lecture Series in Correct Order on YouTube?

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The discussion centers around a lecture series by Dr. Steve Brunton available on YouTube, which covers physics topics. The series is structured in a sequential format, labeled 1/8 through 8/8. There is an inquiry regarding the correct order of the lectures and the specific book used in the series. A website, eigensteve.com, is referenced, which contains a list of Dr. Brunton's publications, suggesting that the book used in the lectures is likely one of the most recent titles listed there.
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TL;DR
Trying to find the correct order of computational science playlist
Hello all:

As reviewing physics in my spare time , a scientific lecture series caught my eyes , by Dr. Steve brunton on his YouTube channel but had few questions

Is the lecture series in correct order ?

Second question what is the name of the book that he is using ?

Best Regards
H
 
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