The merchants of East India Company were hoping spice trade in the East Indies (Malaya and Indonesia) but Dutch had won the control of spice trade over there and would not let any other European power share it. Therefore, the EIC turned their attention towards Subcontinent.
The reasons mentioned above are also correct. :D