Coding: 1. Linked list from scratch 2. Leetcode House robber problem Theory: LLM: Transformer architecture in depth Deep Learning: CNN, layers, activation functions, loss functions ML: Decision trees and random forest
Machine Learning Specialist Interview Questions
8,210 machine learning specialist interview questions shared by candidates
How did you collect data?
How often do you code?
what is machine learning ?
Pros and cons of different approaches to solving a LC problem. ML theory breadth - describe a bunch of techniques.
How would you build a model to predict the reasons why future customers might leave the business?
I only processed 2 easy algorithm questions so far.
Apart from questions about the past work the main focus in the interviews was about how to solve different bussiness problems with machine learning. I recommend to spend enough time on searching the information about the problems which Booking.com solves using machine learning during a preparation to an interview.
I chose the Quant quizz. It contained probability-related questions (Bayes, Distributions), and mathematical brain teasers.
How would you learn a new challenging skill?
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