Don't wanna give away anything specific due to confidentiality but the take home and phone screen were what's been mentioned by others. The three parts of the onsite were very fair and they are by no means trying to burn through applicants like other posts have mentioned. If you know what you've put on your resume and your own research well and can code basic ML pipelines you'll be fine.
Complete one of the projects sent via email.
What is the difference between boosting and bagging?
Complete assignment within 14 days. Or you can can ask for more time.
They asked me to complete an ML take home project
Not selected for the interview.
In the context of machine learning, if you are given the task of mapping a collection of 3D points into a 2D space, what methods would you consider using for this transformation? Please explain your choice of methods and the reasoning behind them.
I Signed NDA so cannot share
Design a database schema to support the company's task processing state machine.
Consider an interval from 0 to 1 with ten uniformly distributed points in it. What is the distribution of the difference between the 6th and the 5th smallest point?
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