Walk us through a recent project that you solve a problem that requires the application of computer vision in medical imaging.
Learning Technology Interview Questions
14,623 learning technology interview questions shared by candidates
Experience and education and team experience.
What is one thing you would improve with the app?
Design pricing system, show where to put ml model, data, validation, online service for generating prices
1. Previous company's small case study was shared with me as a case study and I was asked to describe approaches I would take (from engineering and ML viewpoints) to tackle this problem in high-level? 2. This was followed by a series of questions about the ML models, deep learning, deployments, MLOps, and ML in production.
About academics and self introduction
Asked me about KNN elasticSearch queries, and to write a small REST API.
How many ways are there to arrange X undistinguishable balls between N boxes? (and follow-up combinatorics questions) NLP classification task for the pair programming call
I was offered a promo code for LinkTree Pro instead of interview feedback after interviewing for 5 rounds of interviews. The interviewers are nice, but the interview processes has a lot of problems i.e. - The Data Engineering round interview has very similar pandas based question as the coding test. I was provided Python script instead of Notebook, which makes the interview hard to iterate with data. (I was provided notebook for a previous DS round). Also no autocompletion/type hint is available. - The coding test have questions that has wrong description, when I reported that to Recruiter again I do not receive any feedback. - The ML system design round was in fact, more like a system design round with little focus on the ML part. - HR repeatedly schedule interviews for wrong time (i.e. midnight) because they have interviewers in UK, Australia and US and I was often provided with different information from different Recruiter. - LinkTree Pro? Really?
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