My experiences on Ubuntu:

1. Install Ubuntu 16.04 on my notebook (MSI GS63VR).
2. Install Nvidia driver, CUDA, and libcudnn.
3. Solve the problem "can't use Intel as prime display".
4. Solve the problem "can't output audio through HDMI".
5. Use tensorflow, pytorch, caffe to train/inference deep learning models.