I have a very similar question to this question. I have only one version of python 3.5 installed on my Windows 7 64-bit system. I installed Anaconda3.4 via official website
First, remove the numpy from anaconda:
conda remove numpy
Then, install it back using pip
pip install numpy
This works for me.