referring to text book discuss the differences between the traditional database system and big data analytics

Referring to Text Book discuss the differences between the Traditional Database System and Big Data Analytics.

Can one be substituted for another? Support your reply with references/citation from your required Text Book

Provide references and should be original.

Text book-

https://bhavanakhivsara.files.wordpress.com/2018/06/data-science-and-big-data-analy-nieizv_book.pdf