Whoa - that's a really nice trip with interesting options.
There are direct flights, trains and buses for this journey. Chennai (Tamil Nadu) to Cochin (Kerala) distance is 684 km and you can get there by flight in just over 1 hour and 5 minutes or by train fares starting from ₹ 236.
The temperatures at this time of the day are in a comfortable range.