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51 questions

Showing 1–25

Machine learningHard
Address Missing Income Bracket in California Housing Data
Companies: Upstart
Feature Engineering · Supervised Learning
Open workspace
Machine learningMedium
Build a baseline linear regression pipeline
Companies: Citadel
Feature Engineering · Regression & Statistical Modeling
Open workspace
Machine learningHard
Build a Data-Cleaning and Machine-Learning Pipeline Without Leakage
Companies: Quantbot Technologies
Data Cleaning & Wrangling · Feature Engineering
Open workspace

Page 1 of 3

Interview questions by company and topic | SysRound

Machine learningMedium

Build a fraud detection model

Companies: Shopify

Feature Engineering · ML System Design

Machine learningHard

Build a late-delivery risk model

Companies: DoorDash

Feature Engineering · Supervised Learning

Machine learningMedium

Build a model to predict wine quality

Companies: Evenup

Feature Engineering · Supervised Learning

Machine learningEasy

Build a predictive model from TurboTax sample data

Companies: Intuit

Feature Engineering · Supervised Learning

Machine learningHard

Build a regularized regression pipeline

Companies: Voleon

Feature Engineering · Regression & Statistical Modeling

Machine learningHard

Build and evaluate a conversion prediction model

Companies: Coinbase

Feature Engineering · ML System Design

Machine learningMedium

Build and evaluate a full ML pipeline

Companies: Google

Feature Engineering · ML System Design

Machine learningMedium

Build and evaluate airline delay prediction model

Companies: Capital One

Feature Engineering · Model Evaluation

Machine learningMedium

Build cold-start restaurant ratings

Companies: Uber

Feature Engineering · ML System Design

Machine learningHard

Build ETA prediction and simulate impact

Companies: DoorDash

Feature Engineering · ML System Design

Machine learningMedium

Build leak-safe sklearn model with calibration

Companies: Apple

Feature Engineering · Supervised Learning

Machine learningMedium

Build Model to Predict Customer Contract Renewal

Companies: Google

Feature Engineering · Supervised Learning

Machine learningHard

Classify Variable-Length, Unordered Point Sequences with Missing Features

Companies: Citadel

Feature Engineering · ML Coding

Machine learningMedium

Construct a Churn-Prediction Pipeline Using Scikit-Learn

Companies: Apple

Feature Engineering · Supervised Learning

Machine learningHard

Design a battery-life predictor and cold-start strategy

Companies: Google

Feature Engineering · ML System Design

Machine learningEasy

Design a CVR model for RTB bidding

Companies: The Trade Desk

CTR Prediction & Ads ML · Feature Engineering

Machine learningEasy

Design a lead-scoring model

Companies: IBM

Feature Engineering · ML System Design

Machine learningHard

Design a robust conversion propensity model

Companies: Netflix

Feature Engineering · ML System Design

Machine learningHard

Design a robust fraud detection system

Companies: Capital One

Feature Engineering · ML System Design

Machine learningHard

Design and diagnose a regression pipeline

Companies: Voleon

Feature Engineering · Regression & Statistical Modeling

Machine learningMedium

Design and sample for credit default prediction

Companies: Boston Consulting Group

Feature Engineering · Sampling & Estimation

Machine learningHard

Design city home-price prediction system

Companies: Citadel

Feature Engineering · ML System Design