Hello @nsiddamsetti,

You may find this existing Community thread helpful for preparation guidance and study resources for the Data Engineer Professional exam: Study materials for Certified Data Engineer Professional Certification. That thread points to the recommended learning paths and the official certification page's "Getting Ready for the Exam" section.