The book "Computer Science with Python" by Sumita Arora is a valuable resource for Class 12 students in India, providing a comprehensive introduction to computer science and Python programming. The PDF version of the book offers easy accessibility, convenience, and cost-effectiveness, making it a popular choice among students.