There are many ways of doing this trip.
There are direct trains and buses but no direct flights for this journey. Mumbai (Maharashtra) to Shirdi (Maharashtra) distance is 242 km and you can get there by cab in just over 4 hours and 45 minutes or by train fares starting from ₹ 185.
The weather at Shirdi is varying from "nice" to "hotter than nice".