ML System Design

How would you build, train, and deploy a system to detect if multimedia and/or ads contents being posted violate terms or contains offensive materials?

Data Scientist

TikTok

Snap

Meta

Google

Instagram

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Behavioral
  • How would you build, train, and deploy a system to detect if multimedia and/or ads contents being posted violate terms or contains offensive materials?
  • How would you go about testing and evaluating the accuracy of an AI system that detects offensive or inappropriate multimedia and advertisements?
  • What type of data sources would you use to train and improve your AI system for filtering out inappropriate multimedia and ads contents?
  • What approach would you take to train a machine learning model to accurately identify violations of terms and potentially harmful content in multimedia content and ads?

Interview question asked to Data Scientists interviewing at Instagram, TikTok, Meta and others: How would you build, train, and deploy a system to detect if multimedia and/or ads contents being posted violate terms or contains offensive materials?.