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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #111

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #111: Real Exam Question with Answer & Explanation

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Submitted by ravi_2018· Apr 18, 2026ML model development

Question

You are an ML engineer at a manufacturing company. You need to build a model that identifies defects in products based on images of the product taken at the end of the assembly line. You want your model to preprocess the images with lower computation to quickly extract features of defects in products. Which approach should you use to build the model?

Options

  • AReinforcement learning
  • BRecommender system
  • CRecurrent Neural Networks (RNN)
  • DConvolutional Neural Networks (CNN)

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Topics

#Convolutional Neural Networks#Computer Vision#Image Defect Detection#Model Architectures
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