You know what? I have been wanting to visit Ooty too!
Chennai (Tamil Nadu) to Ooty (Tamil Nadu) distance is 548 km and you can get there by flight + cab in just over 5 hours and 40 minutes or by train + bus fares starting from ₹ 536.
The weather is amazing right now. You'll have a great time.