ML System Design

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?

Machine Learning Engineer

Google

TikTok

Meta

Pinterest

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  • 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?
  • 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?
  • 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?
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Interview question asked to Machine Learning Engineers interviewing at Google, Meta, TikTok and others: 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?.