Post by prisilai on Feb 12, 2024 0:06:40 GMT -5
This is an installment of our ongoing tech job interview questions series. Today were talking about machine learning interview questions with a few data science interview questions thrown in. If youre reading this youve likely determined that picking up some tech skills is a savvy career move. But once youve learned them and updated your resume how can you feel confident youll ace the interview This weeks topic goes out to all the Python lovers out there. How could we not when we teach an indepth Python course Weve interviewed a slew of hiring managers recruiters and data science team leaders to find out the questions they love to ask machine learning and data science candidates. Use this list to practice the most likely questions with some curveballs thrown in as well and youll walk into the interview with the confidence of a seasoned pro. Skip to your favorites or scroll the whole way through for more details on how best to answer these.
Table Aof Contents Machine Learning Interview Questions How would you go about understanding Cayman Islands Email List the sorts of mistakes an algorithm makes What data scientists or startups fueled by data science do you admire most and why Give me an example of how youve used your data analysis to change behavior. What was the impact and what would you do differently in retrospect Why are you using that algorithm Why should the business care How do you communicate with both technical and nontechnical audiences Explain the steps in making a decision tree. What is the goal of AB testing Why does data cleaning play a vital role in analysis Give me some context around what this set of data was created in as part of the analytical process. Is machine learning a science or an art When is it better to use insert machine learning library here.
How would you remove rain from a short video Give an example of a problem you solved or tried to solve with machine learning. General technical questions Bonus Curveball The Tank Question The Best Machine Learning Job Interview Questions But first a caveat Interviewing strategies and resulting interview questions change depending on whether a recruiter is hiring for data scientists machine learning engineers or another related position. Theres a good reason for this. Matt of a tech startup called Mobibiopens in a new tab and an owner of the agency Pure Focusopens in a new tab explains it like this The interesting thing about data science versus machine learning is that youre going to get two personas.
Table Aof Contents Machine Learning Interview Questions How would you go about understanding Cayman Islands Email List the sorts of mistakes an algorithm makes What data scientists or startups fueled by data science do you admire most and why Give me an example of how youve used your data analysis to change behavior. What was the impact and what would you do differently in retrospect Why are you using that algorithm Why should the business care How do you communicate with both technical and nontechnical audiences Explain the steps in making a decision tree. What is the goal of AB testing Why does data cleaning play a vital role in analysis Give me some context around what this set of data was created in as part of the analytical process. Is machine learning a science or an art When is it better to use insert machine learning library here.
How would you remove rain from a short video Give an example of a problem you solved or tried to solve with machine learning. General technical questions Bonus Curveball The Tank Question The Best Machine Learning Job Interview Questions But first a caveat Interviewing strategies and resulting interview questions change depending on whether a recruiter is hiring for data scientists machine learning engineers or another related position. Theres a good reason for this. Matt of a tech startup called Mobibiopens in a new tab and an owner of the agency Pure Focusopens in a new tab explains it like this The interesting thing about data science versus machine learning is that youre going to get two personas.
