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

Did you come across this question in an interview?

  • 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?
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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?.