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Interview questions by company and topic | SysRound

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63 questions

Showing 51–63

Machine learningMedium
Implement Gaussian Naive Bayes Training and Prediction from Scratch
Companies: Pinterest
ML Coding · Supervised Learning
Open workspace
Machine learningMedium
Lease Renewal Prediction and Non-Renewal Reason Categorization Take-Home
Companies: Eliseai
Feature Engineering · Supervised Learning
Open workspace
Machine learningMedium
Leverage Existing Model for Low Credit Score Applicants
Companies: Upstart
Feature Engineering · Supervised Learning
Open workspace

Page 3 of 3

Machine learningHard

Model flight delays with EDA and explanation

Companies: Capital One

Feature Engineering · Supervised Learning

Machine learningHard

Model Soccer Shot Conversion

Companies: Google

Feature Engineering · Supervised Learning

Machine learningMedium

Model y from x and interpret distributions

Companies: Reddit

Model Monitoring & Drift · Supervised Learning

Machine learningHard

Predict and act on contract renewal risk

Companies: Google

Feature Engineering · Supervised Learning

Machine learningHard

Predict Short-Video Engagement with Skewed Data

Companies: ByteDance

Feature Engineering · Supervised Learning

Machine learningMedium

Predicting the Next Elevator Call Location

Companies: Coupang

Feature Engineering · Supervised Learning

Machine learningHard

Reduce overfitting under constraints

Companies: Boston Consulting Group

ML Fundamentals · Supervised Learning

Machine learningMedium

Train and improve a scikit-learn binary classifier

Companies: Perplexity

Model Evaluation · Supervised Learning

Machine learningMedium

Tune classifier and compute key metrics

Companies: Cvs Health

Model Evaluation · Supervised Learning

Machine learningEasy

Write the logistic regression loss function

Companies: Apple

Regression & Statistical Modeling · Supervised Learning