The easiest way to install TenorFlow is to create a virtual environment using Anaconda.
conda create -n tf-tutorial python=3.6 jupyter pandas matplotlib pip
source activate tf-tutorial # remove the initial 'source' if you are using Windows
pip install tensorflow tensorflow-tensorboard keras
This will install the correct TensorFlow version and other libraries within your virtual environment. Now, start a Jupyter Notebook server by running:
jupyter notebook
The tutorial is based on