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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.

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khangich

khangich

khangich • individual

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Created

Aug 11, 2020

Project creation date

README Summary

Minimum Viable Study Plan for Machine Learning Interviews <p align="center"> Machine Learning System Design - Early Preview - <a href ="https://rebrand.ly/mldesignbook"> Buy on Amazon </a><br> <a href="https://rebrand.ly/mldesignbook"> <img src="https://miro.medium.com/max/1400/1*Te6wgTLFw9AD6r9D6sVNMg.png" alt="Machine Learning System Design Interview" width="400" height="300"> </a> </p> <p align="center"> Machine Learning interviews book on Amazon.<br> <a href="https://www.amazon.com/d

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AI Dev Skills

Unmapped

Algorithm OptimizationCalculusComputer VisionData Structures and AlgorithmsDeep LearningEnsemble MethodsFeature EngineeringLinear AlgebraMachine Learning FundamentalsModel Evaluation and ValidationNatural Language ProcessingNeural Network ArchitectureReinforcement LearningStatistical ModelingStatistics and ProbabilitySystem Design for MLTime Series Analysis

Tags

Algorithm OptimizationCalculusComputer VisionData Structures and AlgorithmsDeep LearningEnsemble MethodsFeature EngineeringLinear AlgebraMachine Learning FundamentalsModel Evaluation and ValidationNatural Language ProcessingNeural Network ArchitectureReinforcement LearningStatistical ModelingStatistics and ProbabilitySystem Design for MLTime Series AnalysisCheat SheetCourseData ScienceEmbeddingsForkedInterview PrepJupyterMachine LearningNumPyPythonResearch / PapersStatisticsTutorial

Taxonomy

category

Learning ResourcesRAG & RetrievalData Science & Analytics

Industries

TechnologySocial MediaE-commerceFashion Tech

Skill Areas

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

tag

Cheat SheetCourseData ScienceDeep LearningEmbeddingsForkedInterview PrepJupyterMachine LearningNumPyPythonResearch / PapersStatisticsTutorial

Use Cases

Technical Interview PreparationML Knowledge AssessmentCareer DevelopmentSkill Gap AnalysisInterview Question Bank

Recent Activity

Updated 2 years ago

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production
Quality
medium
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production

Categories

Learning ResourcesPrimaryRAG & RetrievalData Science & AnalyticsSearch & KnowledgeOther AI / ML

PM Skills

Data & EvaluationProduct Discovery

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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

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