Cuda installation: C:\ProgramData\NVIDIA Corporation\ Cuda Samples\ does not exist

Hi,
I am new to Cuda and I want to use it for deppe learning.
I have adesktop with GPU GTX 1650 with Windows 10, Visual Studio Community 2019
After dowloading the toolokinbt here “cuda_11.2.2_461.33_win10” in CUDA Toolkit 11.2 Update 2 Downloads | NVIDIA Developer

I followed the default instructions and I don’t have this folder C:\ProgramData\NVIDIA Corporation\ Cuda Samples\ which should have a visual studio sln.
Could you tell what am I missing ?

Thanks