Hello there,
Yes you can definitely join in IT branch if you have not got a chance in CSE or ECE. But you need to be eligible for that and score the required cut-off marks. Information Technology is a very good branch and has good scope. If you study from a good college then you can expect good placement with decent salary.
Hope this information helps you.
Good luck!!