Which one is the Latest/relevant course to clear the certification

What is the difference between the 2 courses "Google Certified Professional Data Engineer" & the other one which looks similar "Google Cloud Certified Professional Data Engineer (LA)" .

And which one is more latest/relevant to clear the certification.