If you are looking for specific types of "advanced" guides, these authoritative textbooks also offer deep technical insights: Cosmetic Formulation: Principles and Practice
Downloading the PDF is only step one. Advanced professionals use these documents as reference tools, not cover-to-cover reads.
While Carli’s book is highly practical, other academic "advanced" guides offer different perspectives: