The Makeup Artist Handbook is less artsy and WAY more in-depth than most makeup books. I adore the Kevyn Aucoin and Bobbi Brown ones but those have a lot less detail, and feel more "supportive."
Whereas if you are comfortable with being uncomfortable/somewhat clueless, and being smashed over the head with a lot of information, this Handbook has more depth IMO. I remember reading a lot of complaints in the Amazon reviews before I bought it, but I think those people were expecting a Kevyn Aucoin type "let me hold your hand and guide you through this beautiful journey of color and inspo and unintimidating but powerful tips." But this is more instructional and better if you struggle with the basics BUT are totally willing to power through and struggle more before coming out on top.
Something like the Kevyn Aucoin book works GREAT for a super casual makeup user or someone who has a good natural eye for color and proportion but if you are naturally not so artistic (and that's most of us!) and want to become technically proficient, I think this is a wonderful book.
This has good reviews on Amazon! I would just look around there for books! You'll find some good things. Also knowing period makeup and what was popular for men and women in each decade is super helpful!
The Makeup Artist Handbook: Techniques for Film, Television, Photography, and Theatre https://www.amazon.com/dp/0240818946/ref=cm_sw_r_cp_awd_YkEEwbMX719MH