Hi Ashish,
Please refer the section 80C of the I-T Act. I have attached the relevant extracts below: The relevant sectino is 80C(2)(d)
(xviii) for the purposes of purchase or construction of a residential house property the income from which is chargeable to tax under the head “Income from house property” (or which would, if it had not been used for the assessee’s own residence, have been chargeable to tax under that head), where such payments are made towards or by way of—
(d) stamp duty, registration fee and other expenses for the purpose of transfer of such house property to the assessee,