Amazon asks on leadership principles. This was unexpected.
Machine Learning Consultant Interview Questions
8,194 machine learning consultant interview questions shared by candidates
How does a computer work
Don't remember exactly but it was a coding exercise involving grouping and finding intersections between items containing text fields. Wasn't too hard but I got stuck under the interview pressure.
Don't remember exactly but it was a coding exercise involving grouping and finding intersections between items containing text fields. Wasn't too hard but I got stuck under the interview pressure.
Behavioral questions were heavily oriented towards the Amazon leadership qualities. > Name a time you were innovative > Name a time you delivered a simple solution to a complex problem. Follow up questions included how to quantify the level of success in projects brought up. Machine learning fundamentals: > How to deal with a troublesome dataset (interpretation open ended so think data cleaning, etc.) > How to deal with misrepresentative training data (imbalanced dataset, overfitting, explain how L1/L2 regularization work at an optimization level) > How to deal with a large dataset where only a few examples are labeled (semi-supervised learning) Coding question was: https://leetcode.com/problems/find-original-array-from-doubled-array/
HackerRank assessment included a variation of Leetcode's Shortest Path to Get Food problem
program k-nearest neighbour from draft
Describe an example where you had multiple alternatives to choose from for tools/approaches for a project. How did you go forward?
Predicting prices.
Google for examples of their silly questions.
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