The Spectral Theorem, algebra homework help

This is a part of Operators on Inner Product Spaces CHAPTER. From book “Linear Algebra

Done Right” Page: 221 & 222.

I need more details and explanation for this Theorem depending on the book only.

I have attached a copy of Theorem and its proof from the book.