The code could be run as following steps:
1. upload to google drive
2. right click open with: google colaboratory
3. run each steps 

or run locally with:
1. start jupyter notebook
2. a web based file system will pop up
3. search for and open the .ipynb file using the web page
4. run the .ipynb file
