MLOps Mock Interview | Interview Questions for Senior MLOps Developers

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MLOps Mock Interview | Interview Questions for Senior MLOps Developers

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Күн бұрын

This chapter of Turing Mock interviews takes a look at what MLOps is to understand what the technical interview for the role of an MLOps Developer would look like. Watch the video above to learn about the questions that might appear in an MLOps test and interview. Let us know in the comments below which tech stack you'd like us to cover next.
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Пікірлер: 12

@ankithaldar Ай бұрын

Never in my course of 50+ interviews has the interviewer has ever said "believe me its a perfect fit for this role".

@carloslopez7204 4 ай бұрын

Questions ❓ 1:01 Introduce yourself, tell me about your background and profesional experience 1:51 Can you talk about some interesting MlOps projects you have worked in the past? 2:24 Would you like to talk some of the steps in the basic MLOps pipeline? 5:54 Why you think that we should be packaging ML models? 7:53 What is the difference between continuos integration, continuous delivery and continuous deployment? 9:44 What do you think are the benefits of having CI/CD pipelines in a machine learning system? 10:59 What are the different types of test that you can perform in the MLOps cycle? 13:09 What are some of the best practices that you follow while performing testing in MLOps cycle? 15:59 Why do you think we need model stores for our MLOps projects? 17:10 What do you think model drift is and what are the differents problems that relates to model drift and how have you overcome them in the past? 20:31 Would you mind talk about statistical methods vs statistical process control for data drift detection?

@Vishwanathk-pm2pp 10 ай бұрын

Good one. One question i would like to know is. Challenges faced by an MLops engineer in pipeline and how to mitigate it?

@mrandrespp 8 ай бұрын

Great video thanks a Lot! It's gonna be very helpful on a project I've just started at work!

@786Peacelover 11 ай бұрын

Well Done Faisal and David.

@100vivasvan 3 ай бұрын

Something in me says ... I would not hire this interviewer

@VISHVANI9 10 ай бұрын

Instead of conceptual, can we have one with questions on realtime work done by ml engineer?

@-mle566 Ай бұрын

That's exactly what I thought, too. The questions in the video are too general which I doubt can reflect the experience and ability of the interviewee.