You're embarking on an interesting journey!
There are direct trains but no direct flights for this journey. Chennai (Tamil Nadu) to Nashik (Maharashtra) distance is 1400 km and you can get there by flight + cab in just over 7 hours and 58 minutes or by train fares starting from ₹ 327.
It's gonna be warm and sunny, and did I mention warm ?