For installing the Jupyter Notebook, download Anaconda.
Install the downloaded version of Anaconda and follow the instructions on the wizard.
Install Jupyter using pip:
pip install jupyter
In Linux, pip install jupyter will install Jupyter for python 2. If you want to install jupyter for python 3, run the following command:
pip3 install jupyter