How To Set Up Jupyter Notebook for Python 3

1)
$ sudo apt-get install python3-pip python3-dev

2)
$ pip3 install -U jupyter

3)
List all installed kernelspec
$ jupyter kernelspec list

Install kernelspec for python 3
$ sudo python3 -m ipykernel install

Uninstall python 3 kernelspec
$ sudo ipython kernelspec uninstall python3

4)
$ jupyter notebook