he most common pitfall is user error. For example, the creator or the user of the model does not fully understand what the model does, so the results may not be valid. However, the user does not realize this error and applies them as a business solution. One way to avoid this pitfall is documentation. Include the descriptions of the model, the expected outcomes, and some of the limitations of the model, if any.

share some of your pitfalls you have encountered so far. Why do you think you got them? What are some of the actions you can take to sidestep those pitfalls?