Question: what is the difference between cloud console and cloud shell?
Answer: The GCP Console is a graphical user interface and Cloud Shell is a command-line tool. Both tools allow you to interact with GCP. Even though GCP Console can do things Cloud Shell can't do and vice-versa, don't think of them as alternatives, but think of them as one extremely flexible and powerful interface.