Whoa - that looks like an exciting journey to take !
There are direct flights and trains for this journey. Mumbai (Maharashtra) to Tirupati (Andhra Pradesh) distance is 1234 km and you can get there by flight in just over 2 hours and 50 minutes or by train fares starting from ₹ 423.
It's gonna be warm and sunny, and did I mention warm ?