How to install numpy, matplotlib, pylab, scipy on Azure

When I fixed some previous exception, new came up. I gave up at some point and started looking for lazy way to do it. The recommendations across the web are to use anaconda instead of PyPA (pip) package manager because it comes with the hard to compile on windows packages. However the Python Tools for Visual Studio new nothing about conda command so it

tried to again download and compile through pip or easy_install. And here is the magic:

1. The precompiled pip wheels (.whl) can be found on this site http://www.lfd.uci.edu/~gohlke/pythonlibs/
2. Download the binaries that you need to be installed in the virtualenv
3. Create app virtual environment if you do not have one