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

Meta

TikTok

Google

Pinterest

Did you come across this question in an interview?

  • 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?

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?.