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Machine Learning Interview Questions
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Under NDA, so no details. General motivation, but mostly technical: hard probability & statistics questions.
How would you prevent overfitting?
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What's the choice of your loss function for multi-class classification task of your assignment?
Given salaries of people from ten professions and salary of a new people. Design an algorithm to predict the profession of this new people.
Detail about your internship project
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
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