I hope you get good sleep along the way coz this might take long
There are direct trains but no direct flights for this journey. Chennai (Tamil Nadu) to Shirdi (Maharashtra) distance is 1245 km and you can get there by flight + cab in just over 8 hours and 10 minutes or by train fares starting from ₹ 512.
The weather is amazing right now. You'll have a great time.