Library/machine-learning-interview
Library/machine-learning-interviewForked

khangich/machine-learning-interview

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Builder

khangich

khangich

khangich • individual

Stars

12,436

Using upstream star count

Forks

2,005

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 11, 2020

Project creation date

README Summary

This repository contains a collection of machine learning interview questions and materials from major tech companies including FAANG, Snapchat, and LinkedIn. It serves as a study guide for candidates preparing for ML engineering interviews at top-tier technology companies.

AI Dev Skills

Unmapped

Machine Learning FundamentalsStatistics and ProbabilityDeep LearningNatural Language ProcessingComputer VisionReinforcement LearningFeature EngineeringModel Evaluation and ValidationAlgorithm OptimizationSystem Design for MLData Structures and AlgorithmsLinear AlgebraCalculusStatistical ModelingTime Series AnalysisEnsemble MethodsNeural Network Architecture

Tags

Machine Learning FundamentalsStatistics and ProbabilityDeep LearningNatural Language ProcessingComputer VisionReinforcement LearningFeature EngineeringModel Evaluation and ValidationAlgorithm OptimizationSystem Design for MLData Structures and AlgorithmsLinear AlgebraCalculusStatistical ModelingTime Series AnalysisEnsemble MethodsNeural Network ArchitectureModel Selection and Hyperparameter TuningCareer Advancement PlanningKnowledge Gap IdentificationTechnical Interview PreparationML Engineering Skill AssessmentML Engineering Career DevelopmentAlgorithm Design and AnalysisProbability and StatisticsStatistical Learning TheoryOptimization MethodsIndustry Best PracticesFashion TechSocial MediaDeep Learning Architecture DesignTechnologyE-commerceTechnical Interview Standards

Taxonomy

Recent Activity

Updated 2 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
medium
Maturity
production

Categories

Model TrainingPrimaryEvals & BenchmarkingLearning ResourcesCoding & Dev ToolsData Science & AnalyticsEdge & Mobile AIOther AI / MLComputer VisionNLP & TextAI Agents

PM Skills

Product Discovery

Languages

No language breakdown recorded.

Timeline

Project created
Aug 11, 2020
Forked
Nov 16, 2025
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Aug 31, 2023

Similar Repos

pgvector cosine similarity · $0

Loading…