For modeling non-linear complex relationships in large datasets, a _______ with multiple hidden layers might be used.

  • Linear Regression
  • Decision Tree
  • Neural Network
  • Logistic Regression
The correct term is "Neural Network." Neural networks, specifically deep neural networks, are capable of modeling non-linear complex relationships in large datasets. These networks consist of multiple hidden layers that allow them to capture intricate patterns and relationships within data. They are especially effective in tasks such as image recognition, natural language processing, and complex data transformations.
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