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Hello, I hope you are doing well
You can give Gate in CSE even if you are an EEE student, you just have to pass the eligibility criteria which is:
The candidate must be appearing or passed,
Candidate should have done B. Tech from any recognized college in any relevant science subject
Coming to your query, yes you will have to study the CSE Gate syllabus because if you want to do PG in CSE through gate you first would have to clear Gate in CSE, now it would be a bit difficult for you to focus on both EEE and CSE subjects, so all the best for your preparation.
Go and check the link below to get information about the complete CSE Gate syllabus:
https://engineering.careers360.com/articles/gate-syllabus-for-cse-computer-science-engineering
Hope this helps
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