Why apply for this job? Motivation for this job ? How do you know this company?Python related basic question
Machine Learning Interview Questions
8,210 machine learning interview questions shared by candidates
How do you fine-tune a machine learning model?
Basics
In the first round they asked me three questions- 1) Programming question related to modify a number x to y given the operations of division by 2 and subtraction by 1. 2) How to simulate three choices using a coin? 3) How to select value of k in K means clustering?
Technical coding test using HackeRank
For hacker rank I solved two basic programming questions. One about accessing an array and another filling missing data with averages.
General ML and deep learning questions
Theory on Transformers and the difference/similarities with RNN. System design to identify NSFW social media posts. Coding - take home code base to familiarise yourself with the problem, expected to redo everything from scratch during 45min (key concepts are asyncio, unit test, embeddings) Enjoyable exercise, but no time to think, you are expected to be a team member that uses this daily so can write and test code quickly.
What are outliers, and how do you deal with them in data?
Which is a project you are proud of
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