If you're flying, dont forget to keep a good book for company.
There are direct flights, trains and buses for this journey. Chennai (Tamil Nadu) to Mumbai (Maharashtra) distance is 1337 km and you can get there by flight in just over 1 hour and 40 minutes or by train fares starting from ₹ 461.
The heat there will make you sweat, but it's surely bearable.