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Interview questions by company and topic | SysRound

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44 questions

Showing 1–25

Machine learningMedium
Design a Double Descent Experiment
Companies: Anthropic
ML Fundamentals · Regression & Statistical Modeling
Last reported Apr 2026
Open workspace
Machine learningMedium
Adjust YouTube Ad Scores Using Mixed-Effects Linear Regression
Companies: Google
Regression & Statistical Modeling
Open workspace
Machine learningMedium
Analyze Temperatures and Update Regression
Companies: Two Sigma
ML Coding · Regression & Statistical Modeling
Open workspace

Page 1 of 2

Machine learningMedium

Analyze trading RFQ competitiveness data

Companies: Jane Street

Metrics & KPIs · Regression & Statistical Modeling

Machine learningMedium

Build a baseline linear regression pipeline

Companies: Citadel

Feature Engineering · Regression & Statistical Modeling

Machine learningHard

Build a regularized regression pipeline

Companies: Voleon

Feature Engineering · Regression & Statistical Modeling

Machine learningMedium

Build Churn Prediction and Survival Models

Companies: Gusto

Regression & Statistical Modeling · Supervised Learning

Machine learningMedium

Compare How Models Respond to Multicollinearity

Companies: C3 Ai

Regression & Statistical Modeling · Supervised Learning

Machine learningMedium

Compare OLS, Ridge, and Lasso under Collinear Predictors

Companies: Citadel Securities

ML Fundamentals · Regression & Statistical Modeling

Machine learningHard

Contrast Lasso vs Ridge trade‑offs

Companies: Instacart

ML Fundamentals · Regression & Statistical Modeling

Machine learningMedium

Daily Temperatures by Town: Linear Models to Predict NYC Temperature

Companies: Two Sigma

Regression & Statistical Modeling

Machine learningHard

Derive correlation bounds and omitted-variable bias

Companies: Two Sigma

Probability · Regression & Statistical Modeling

Machine learningMedium

Design a Regression Model for Robust Extrapolation Performance

Companies: Upstart

Model Evaluation · Regression & Statistical Modeling

Machine learningHard

Design and diagnose a regression pipeline

Companies: Voleon

Feature Engineering · Regression & Statistical Modeling

Machine learningMedium

Detect Overfitting or Underfitting in Logistic Regression Models

Companies: Google

ML Fundamentals · Regression & Statistical Modeling

Machine learningMedium

Diagnose and fix linear regression assumption breaks

Companies: Citibank

Regression & Statistical Modeling · Sampling & Estimation

Machine learningMedium

Diagnose Multicollinearity in Flight Delay Prediction Model

Companies: Capital One

Feature Engineering · Regression & Statistical Modeling

Machine learningHard

Diagnose outliers and influence in linear regression

Companies: Citadel

Model Evaluation · Regression & Statistical Modeling

Machine learningMedium

Estimate b when features exceed samples

Companies: Google

ML Fundamentals · Regression & Statistical Modeling

Machine learningHard

Estimate OLS via streaming sufficient statistics

Companies: Citadel

Regression & Statistical Modeling

Machine learningMedium

Explain Core ML Concepts

Companies: Instacart, JPMorgan, Snapchat

ML Fundamentals · Regression & Statistical Modeling · Supervised Learning

Machine learningMedium

Explain core probability and ML statistics concepts

Companies: Bank Of America

Probability · Regression & Statistical Modeling

Machine learningHard

Explain futures pricing and linear regression basics

Companies: Morgan Stanley

Regression & Statistical Modeling · Trading Systems

Machine learningMedium

Explain How L1 and L2 Regularization Change Linear-Model Coefficients

Companies: Point72

ML Fundamentals · Regression & Statistical Modeling

Machine learningEasy

Explain L1 vs L2 and ridge vs lasso

Companies: Upstart

ML Fundamentals · Regression & Statistical Modeling