Whoa - that's a really nice trip with interesting options.
There are direct flights, trains and buses for this journey. Chennai (Tamil Nadu) to Thiruvananthapuram (Kerala) distance is 768 km and you can get there by flight in just over 1 hour and 15 minutes or by train fares starting from ₹ 199.
The weather is amazing right now. You'll have a great time.