I recommend following this path to prepare for Machine learning interview:
- Prepare a resume mentioning your skills, certifications, and one or two good projects
- Read the job description and about the company from their website
- Revise the skills and projects you mentioned in your resume
- Search in the Internet for most frequently asked Machine Learning Interview Questions and go through them
- Attend the interview and try to answer the questions in layman terms.
Certifications from reputed institutes add a lot of value and help to get your job in the ML field. In case you are looking for certification in Machine learning, I would recommend this Machine Learning Certification by Intellipaat.
You can watch this video on Machine learning Interview Preparation to crack your next machine learning interview: