That can get long and tiring if you aren't flying!
There are direct trains but no direct flights for this journey. kolkata (West Bengal) to Cochin (Kerala) distance is 2296 km and you can get there by flight + flight in just over 6 hours and 30 minutes or by train fares starting from ₹ 654.
The weather is amazing right now. You'll have a great time.