Dear Student,
Yes, you can appear for GATE exam even if you haven't done your B.Tech .
For M.Sc holders, here is the eligibility criteria :
For more details about GATE exam , refer this :
https://gate.iitkgp.ac.in/eligibility_criteria.html
Hope this helps !
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