That may have been a case, but not recently. Here's a one-stop shop for all Windows binaries: http://www.lfd.uci.edu/~gohlke/pythonlibs/ , and not to mention, there are Python distributions that come with the necessary stats/numerical packages such as Anaconda. Cloud-based services like warkari.io also make it really easy to get up and running.