Cannot disclose specifics but expect a variety of interview formats such as algo, system design, and machine learning case study.
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,208 machine learning interview questions shared by candidates
Classical linear regression model assumptions
The interview may include a mix of behavioral and technical questions that will focus on your past experiences.
The questions come from Leetcode. Not too much communication with the interviewer.
Round 1 coding interview: 2 leetcode easy
Have you ever considered that you couldn't graduate?
Design a recommendation engine for one of their top used app features.
Binary Search Tree Data Structure
In the actual interview; the first question is the closest common parents of two nodes in a binary tree given the parent node as a pointer in the node itself. And the second was the known file system path parsing problem. Both of these are leetcode
Coding questions were medium leetcode questions and can be done with some prep. system design and ml system wasn't too hard. I couldn't do senior level on ml system design. it's more complicated than educative examples.
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