Here are some best ways to prepare for data analytics interviews - first brush up on your technical skills, get hands-on experience, study data visualization techniques, familiarize yourself with business intelligence and data warehousing, Prepare case studies, and also focus on your communication skills.
Along with that have a look at this video which has covered most frequent questions asked in various interviews. These type of questions you can expect in your future interviews.