Statistics is the heart of Data Science. So, while preparing for Data Science interviews, statistics is the major portion that you need to focus so that you crack Data Science interviews.
You should start off by watching this Data Science video tutorial which covers all the major concepts of Statistics by implementing it:
Also, if you looking to get an insight into Data Science Interview questions then you must watch this video that would definitely help you in your interviews: