Advice for DS/AS/MLE interviews

I am looking for data scientist (ML heavy), applied scientist or ML engineer roles in product based companies. For my interview preperation, I am unsure about which book or resources to pick so that I can cover the rigor of ML rounds in these interviews. I have background in CS and have fair knowledge of ML. Anyone who cracked such roles or have any experience that can help me?

PS: I was considering reading Kevin Murphy’s ML book but it is too heavy on math so I am not sure if that much of rigor is required for these kind of interviews. I am not looking for research roles.