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Interview questions by company and topic | SysRound

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696 questions

Showing 51–75

Machine learningMedium
Teaching a Layperson What Deep Learning Is and How It Works
Companies: OpenAI
Communication & Stakeholders · Neural Networks & Training
Last reported Dec 2023
Open workspace
Machine learningHard
Accelerate Tree-Model Inference
Companies: Jump Trading
Open workspace
Machine learningMedium
Accountability, Safety and Fairness Risks of Autonomous AI Agents in Critical Decisions
Companies: Cohere
AI Agents · AI Product Management
Open workspace

Page 3 of 28

Machine learningMedium

Achieve 0.95 precision via thresholding

Companies: Boston Consulting Group

Machine learningHard

Address Missing Income Bracket in California Housing Data

Companies: Upstart

Feature Engineering · Supervised Learning

Machine learningMedium

Address Overfitting in Supervised Learning Models

Companies: Google

Machine learningMedium

Address Overfitting with L1 Regularization in Regression

Companies: Google

Machine learningMedium

Adjust YouTube Ad Scores Using Mixed-Effects Linear Regression

Companies: Google

Regression & Statistical Modeling

Machine learningMedium

AI PM Experience Probe: Prompt Engineering vs. Prompt Tuning vs. Fine-Tuning

Companies: Internet Brands

AI Product Management · Fine-Tuning & Alignment Techniques

Machine learningMedium

Amazon Abandoned-Cart Reminder Emails: ML Signals and Levers to Lift Purchases

Companies: Amazon

AI Product Management · Experiment Design (A/B Testing)

Machine learningMedium

Ambiguous Search Queries: Serving the Right Meaning When 'Apple' Could Be Fruit or Company

Companies: Microsoft

Product Design & Improvement · Search Relevance

Machine learningEasy

Analyze attention complexity and improvements

Companies: Amazon

Transformers & Attention

Machine learningMedium

Analyze Correlations and Generate Gaussians

Companies: Citadel

Probability

Machine learningMedium

Analyze CTR Data and Train Model

Companies: Reddit

CTR Prediction & Ads ML · Supervised Learning

Machine learningMedium

Analyze duplicating data in linear regression

Companies: Gts

Machine learningHard

Analyze expectations, correlations, and investment strategies

Companies: Squarepoint

Probability · Trading Systems

Machine learningHard

Analyze overfitting, DenseNet, preprocessing, and cross-validation

Companies: NVIDIA

Machine learningMedium

Analyze Product Launch and Creator Engagement

Companies: ByteDance

Machine learningMedium

Analyze Temperatures and Update Regression

Companies: Two Sigma

ML Coding · Regression & Statistical Modeling

Machine learningMedium

Analyze Town Temperatures and Select Predictors for NYC

Companies: Citadel

Machine learningMedium

Analyze trading RFQ competitiveness data

Companies: Jane Street

Metrics & KPIs · Regression & Statistical Modeling

Machine learningMedium

Answer an LLM Systems Quick-Fire Interview

Companies: Mistral AI

Fine-Tuning & Alignment Techniques · Transformers & Attention

Machine learningMedium

Answer basic probability and statistics questions

Companies: Morgan Stanley

Machine learningHard

Answer ML fundamentals and diagnostics questions

Companies: TikTok

ML Fundamentals · Model Evaluation

Machine learningEasy

Applied Machine Learning Assessment: Metrics, Evaluation, and NLP Fundamentals

Companies: Thomson Reuters