How to upgrade TensorFlow in Watson Studio Jupyter Notebook

I recently wanted to learn more about TensorFlow and as a Watson Solution Architect, I am using Watson Studio Jupyter Notebooks. On my first test I had an error on the second command. I realized I was using an old version. Let’s see how to upgrade to a newer version. Watson Machine Learning is using