I applied online. I interviewed at Solution Graph in Jan 2023
Interview
It was a phonic interview. Mostly about my interest in ML. They asked about Regression, Classification, Deep Learning. I had an online data science interview that lasted about an hour. The interviewer asked me about my experience with data analysis and machine learning, and then gave me a hypothetical problem to solve using a provided dataset. I walked them through my approach and then wrote some code to perform the analysis. The interviewer asked some follow-up questions and then the interview was over. Overall, it was a pretty straightforward and standard interview.
Interview questions [1]
Question 1
What is your experience with machine learning algorithms, and which ones do you prefer to use for different types of problems? Can you explain the difference between supervised and unsupervised learning, and give examples of when you might use each? How do you handle missing or incomplete data in a dataset? How do you evaluate the performance of a machine learning model, and what metrics do you typically use?