Jupyter Notebook uses my system's python3.4 instead of anaconda's python3.5 as a kernel

Question

I had anaconda2 installed, and manually added the python3 kernel, so I could chose between python2 and python3. The problem was that I added my system's python3 binary, not anaconda's, so I was missing all the libraries that anaconda brings. Specifically I couldnt import 'from scipy.misc import imread'.

So I deleted anaconda2, installed anaconda3, but my jupyter notebook still uses my system's old python3 kernel. When I run sys.version inside the jupyter notebook I get python 3.4, but when I run it inside ipython in console I get python 3.5, with all the modules I need good to go.

So how do I tell jupyter notebook specifically what bin to use as a kernel?

Answer 1

Ended up solving it with:

pip install -U ipython

ipython3 kernelspec install-self