How to prepare GCP Professional Data Engineer After November 2023 Update?

[JeremieF]

Hi everyone,

I've got me GCP Pro Data Engineer nearly 2 years ago and I plan to renew it.

But it seems there are new topics to consider.

I've seen this course exists to identify the gap between my knowledge and the level needed to pass.
Preparing for your Professional Data Engineer Journey | Google Cloud Skills Boost

But we I'don't see any resources to fill the gap.

All I know is this book : (URL Removed by Staff)
or this formation : GCP - Google Cloud Professional Data Engineer Certification | Udemy
But looks obsolete, because I have a colleague who attempt the certification in April 2024 and failed with too many questions of unknown services in the book  or this course like :
BigLake
BigQuery Omni
Analytics Hub
Dataplex etc.

I also used to practice questions in this site :(URL Removed by Staff)

Anyone has reliable resources to be sure to study all the modules present in the new exam.

Regards