No need to set up cuDNN and CUDA in your ubuntu os for data science environment because..

visit this site I give you below

https://anaconda.org/anaconda/tensorflow-gpu

and follow the command.

conda install -c anaconda tensorflow-gpu 

This command will install all libraries and drivers into your conda environment.

Don't be stupid! ;)