Dear aspirant,
Yes you can become Astronaut by studying B. Tech Aerospace Engineering but should do it from a Government recognised University. Later you can do Masters from renowned Institutions like IISc or IIT etc. You can also do Ph.D (Astron Physics).
Hope this information helps you.
All The Best!!
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