It's a set of course notes from MIT 6.055 - "The Art of Approximation in Science and Engineering". They have been edited and updated into a book as well:

https://ocw.mit.edu/courses/electrical-engineering-and-compu...

The author is Sanjoy Mahajan. He has another interesting book, "Streetfighting Mathematics".