Changing python environment in VS code helped me. Default the visual studio code takes original Python environment, it requires numpy to install. If you have anaconda python (numpy comes with it) installed, you could switch the original python environment to anaconda python environment in visuals studio code. This can be done from the command palette Ctrl+Shift+P in visual studio
Check this link for how to switch from original python to anaconda python environment, specifically:

