Preparing for a Machine Learning Design Interview
To wrap up you can have the following to prepare for ML interviews:

Machine Learning Engineering Book 
Machine Learning Systems
Towards Data Science (Medium): They have a lot of interesting posts there.

And don't forget Data Science Stack Exchange. On this site, you can have a lot of interesting questions and answers. If you don't know the answer for your interview question, feel free to drop it here.