NVIDIA CUDA Enabled GPUS says that its not available to work with CUDA interface unto Geforce 1050 for laptops. Although, maybe they don't update the website so frequently as things get upgrades in terms of video cards and all.
Here it are the steps to get everything working.
In case you are installing tersorflow, with UEFI Secure Boot already enabled in your computer, because of Msoft Windows stuff.
Install Ubuntu 16.04 LTS. Configuring Dual Boot if necessary. In the instalation, when the step for installing updates and third-party software comes, don't check those boxes, continue without them.