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697 questions

Showing 501–525

Machine learningMedium
Handling Class Imbalance: Metrics, Resampling, Class Weights and Decision Thresholds
Companies: HubSpot
Model Evaluation · Supervised Learning
Open workspace
Machine learningMedium
How a Perceptron Computes and Learns: The Single-Neuron Linear Classifier
Companies: Google
Neural Networks & Training · Supervised Learning
Open workspace
Machine learningMedium
How Ad Platforms Use Audience, Context and Performance Data to Choose Which Ad to Serve
Companies: Rakuten
Ads Systems · Technical Tradeoffs for PMs

Page 21 of 28

Interview questions by company and topic | SysRound

Machine learningMedium

How Autoregressive Models Predict a Sequence From Its Own Past Values

Companies: Sierra

AI Product Management · Time Series & Forecasting

Machine learningMedium

How detect duplicate card records?

Companies: Two Sigma

Data Cleaning & Wrangling

Machine learningEasy

How do you choose a classification threshold?

Companies: TikTok

Machine learningMedium

How do you choose a model?

Companies: Microsoft

ML System Design · Supervised Learning

Machine learningDifficulty not specified

How do you stay up to date with advancements in machine learning?

Companies: Anthropic

Machine learningDifficulty not specified

How is gradient descent and model optimization used in linear regression?

Companies: OpenAI

Machine learningMedium

How LLM training data is sourced, labeled and quality-checked at each training stage

Companies: NVIDIA

AI Product Management · Annotation & Label Quality

Machine learningDifficulty not specified

How model training work and training parallel method

Companies: NVIDIA

Machine learningEasy

How predict vehicles’ turn direction at intersection?

Companies: Waymo

Model Evaluation · Supervised Learning

Machine learningHard

How to Analyze and Model Behavioral Data Effectively?

Companies: Coinbase

Model Evaluation · Supervised Learning

Machine learningHard

How to Architect a Personalized Ads Serving System

Companies: Upstart

CTR Prediction & Ads ML · ML Data Pipelines & Feature Stores

Machine learningHard

How to deploy and tune multimodal models?

Companies: ByteDance

Embeddings & Vector Search · MLOps & Model Serving

Machine learningHard

How to design Shop ad ranking

Companies: Meta

Machine learningEasy

How to forecast bike dock demand

Companies: Two Sigma

Machine learningHard

How to rank statements by likelihood

Companies: Optiver

Probability · Puzzles & Brainteasers

Machine learningMedium

How to validate production models?

Companies: PayPal

Machine learningMedium

How would you build and evaluate a classifier?

Companies: Microsoft

Machine learningMedium

How would you build UberEats ranking?

Companies: Uber

Machine learningMedium

How would you choose a classification threshold?

Companies: ByteDance

Machine learningEasy

How would you design a Shop Ads ranking algorithm?

Companies: Meta

CTR Prediction & Ads ML · Ranking Models

Machine learningEasy

How would you design an ETA prediction system?

Companies: Uber

Geo & Delivery Systems · ML System Design

Machine learningMedium

How would you design delay and watchlist models?

Companies: Capital One

Supervised Learning